BibTeX records: Vibhav Gogate

download as .bib file

@inproceedings{DBLP:conf/aaai/AryaRG24,
  author       = {Shivvrat Arya and
                  Tahrima Rahman and
                  Vibhav Gogate},
  editor       = {Michael J. Wooldridge and
                  Jennifer G. Dy and
                  Sriraam Natarajan},
  title        = {Neural Network Approximators for Marginal {MAP} in Probabilistic Circuits},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
                  Canada},
  pages        = {10918--10926},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i10.28966},
  doi          = {10.1609/AAAI.V38I10.28966},
  timestamp    = {Tue, 26 Mar 2024 17:04:05 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/AryaRG24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03621,
  author       = {Shivvrat Arya and
                  Tahrima Rahman and
                  Vibhav Gogate},
  title        = {Neural Network Approximators for Marginal {MAP} in Probabilistic Circuits},
  journal      = {CoRR},
  volume       = {abs/2402.03621},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.03621},
  doi          = {10.48550/ARXIV.2402.03621},
  eprinttype    = {arXiv},
  eprint       = {2402.03621},
  timestamp    = {Mon, 12 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-03621.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiis/RoyNASRRRG23,
  author       = {Chiradeep Roy and
                  Mahsan Nourani and
                  Shivvrat Arya and
                  Mahesh Shanbhag and
                  Tahrima Rahman and
                  Eric D. Ragan and
                  Nicholas Ruozzi and
                  Vibhav Gogate},
  title        = {Explainable Activity Recognition in Videos using Deep Learning and
                  Tractable Probabilistic Models},
  journal      = {{ACM} Trans. Interact. Intell. Syst.},
  volume       = {13},
  number       = {4},
  pages        = {29:1--29:32},
  year         = {2023},
  url          = {https://doi.org/10.1145/3626961},
  doi          = {10.1145/3626961},
  timestamp    = {Fri, 26 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tiis/RoyNASRRRG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DongAGR23,
  author       = {Hailiang Dong and
                  James Amato and
                  Vibhav Gogate and
                  Nicholas Ruozzi},
  editor       = {Francisco J. R. Ruiz and
                  Jennifer G. Dy and
                  Jan{-}Willem van de Meent},
  title        = {A New Modeling Framework for Continuous, Sequential Domains},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  25-27 April 2023, Palau de Congressos, Valencia, Spain},
  series       = {Proceedings of Machine Learning Research},
  volume       = {206},
  pages        = {11118--11131},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v206/dong23a.html},
  timestamp    = {Mon, 19 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/DongAGR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/0002GN23,
  author       = {Saurabh Mathur and
                  Vibhav Gogate and
                  Sriraam Natarajan},
  editor       = {Robin J. Evans and
                  Ilya Shpitser},
  title        = {Knowledge Intensive Learning of Cutset Networks},
  booktitle    = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
                  2023, Pittsburgh, PA, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {216},
  pages        = {1380--1389},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v216/mathur23a.html},
  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},
  biburl       = {https://dblp.org/rec/conf/uai/0002GN23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00633,
  author       = {Shivvrat Arya and
                  Yu Xiang and
                  Vibhav Gogate},
  title        = {Deep Dependency Networks for Multi-Label Classification},
  journal      = {CoRR},
  volume       = {abs/2302.00633},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.00633},
  doi          = {10.48550/ARXIV.2302.00633},
  eprinttype    = {arXiv},
  eprint       = {2302.00633},
  timestamp    = {Thu, 09 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-00633.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-14556,
  author       = {Rohith Peddi and
                  Shivvrat Arya and
                  Bharath Challa and
                  Likhitha Pallapothula and
                  Akshay Vyas and
                  Jikai Wang and
                  Qifan Zhang and
                  Vasundhara Komaragiri and
                  Eric D. Ragan and
                  Nicholas Ruozzi and
                  Yu Xiang and
                  Vibhav Gogate},
  title        = {CaptainCook4D: {A} dataset for understanding errors in procedural
                  activities},
  journal      = {CoRR},
  volume       = {abs/2312.14556},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.14556},
  doi          = {10.48550/ARXIV.2312.14556},
  eprinttype    = {arXiv},
  eprint       = {2312.14556},
  timestamp    = {Thu, 18 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-14556.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cga/NouraniRHRG22,
  author       = {Mahsan Nourani and
                  Chiradeep Roy and
                  Donald R. Honeycutt and
                  Eric D. Ragan and
                  Vibhav Gogate},
  title        = {{DETOXER:} {A} Visual Debugging Tool With Multiscope Explanations
                  for Temporal Multilabel Classification},
  journal      = {{IEEE} Computer Graphics and Applications},
  volume       = {42},
  number       = {6},
  pages        = {37--46},
  year         = {2022},
  url          = {https://doi.org/10.1109/MCG.2022.3201465},
  doi          = {10.1109/MCG.2022.3201465},
  timestamp    = {Sun, 15 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cga/NouraniRHRG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiis/NouraniRBHRRG22,
  author       = {Mahsan Nourani and
                  Chiradeep Roy and
                  Jeremy E. Block and
                  Donald R. Honeycutt and
                  Tahrima Rahman and
                  Eric D. Ragan and
                  Vibhav Gogate},
  title        = {On the Importance of User Backgrounds and Impressions: Lessons Learned
                  from Interactive {AI} Applications},
  journal      = {{ACM} Trans. Interact. Intell. Syst.},
  volume       = {12},
  number       = {4},
  pages        = {28:1--28:29},
  year         = {2022},
  url          = {https://doi.org/10.1145/3531066},
  doi          = {10.1145/3531066},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tiis/NouraniRBHRRG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DongRRGR22,
  author       = {Hailiang Dong and
                  Chiradeep Roy and
                  Tahrima Rahman and
                  Vibhav Gogate and
                  Nicholas Ruozzi},
  editor       = {Gustau Camps{-}Valls and
                  Francisco J. R. Ruiz and
                  Isabel Valera},
  title        = {Conditionally Tractable Density Estimation using Neural Networks},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2022, 28-30 March 2022, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {151},
  pages        = {6933--6946},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v151/dong22a.html},
  timestamp    = {Sat, 30 Sep 2023 09:34:08 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/DongRRGR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/Gogate22,
  author       = {Vibhav Gogate},
  title        = {Dissociation-Based Oblivious Bounds for Weighted Model Counting},
  booktitle    = {Proceedings of the International Symposium on Artificial Intelligence
                  and Mathematics 2022 {(ISAIM} 2022), Fort Lauderdale, Florida, USA,
                  January 3-5, 2022},
  year         = {2022},
  url          = {https://isaim2022.cs.ou.edu/papers/ISAIM2022\_Boolean\_Gogate.pdf},
  timestamp    = {Wed, 20 Mar 2024 17:48:41 +0100},
  biburl       = {https://dblp.org/rec/conf/isaim/Gogate22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JinKRG22,
  author       = {Shasha Jin and
                  Vasundhara Komaragiri and
                  Tahrima Rahman and
                  Vibhav Gogate},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Learning Tractable Probabilistic Models from Inconsistent Local Estimates},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/437d9bde2999f6e3e854e09f250261a5-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/JinKRG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PeddiRG22,
  author       = {Rohith Peddi and
                  Tahrima Rahman and
                  Vibhav Gogate},
  editor       = {James Cussens and
                  Kun Zhang},
  title        = {Robust learning of tractable probabilistic models},
  booktitle    = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
                  Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
                  1-5 August 2022, Eindhoven, The Netherlands},
  series       = {Proceedings of Machine Learning Research},
  volume       = {180},
  pages        = {1572--1581},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v180/peddi22a.html},
  timestamp    = {Sat, 15 Oct 2022 12:08:13 +0200},
  biburl       = {https://dblp.org/rec/conf/uai/PeddiRG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RoyRDRG21,
  author       = {Chiradeep Roy and
                  Tahrima Rahman and
                  Hailiang Dong and
                  Nicholas Ruozzi and
                  Vibhav Gogate},
  editor       = {Arindam Banerjee and
                  Kenji Fukumizu},
  title        = {Dynamic Cutset Networks},
  booktitle    = {The 24th International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2021, April 13-15, 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {130},
  pages        = {3106--3114},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v130/roy21a.html},
  timestamp    = {Wed, 14 Apr 2021 16:51:37 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/RoyRDRG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/NouraniRBHRRG21,
  author       = {Mahsan Nourani and
                  Chiradeep Roy and
                  Jeremy E. Block and
                  Donald R. Honeycutt and
                  Tahrima Rahman and
                  Eric D. Ragan and
                  Vibhav Gogate},
  editor       = {Tracy Hammond and
                  Katrien Verbert and
                  Dennis Parra and
                  Bart P. Knijnenburg and
                  John O'Donovan and
                  Paul Teale},
  title        = {Anchoring Bias Affects Mental Model Formation and User Reliance in
                  Explainable {AI} Systems},
  booktitle    = {{IUI} '21: 26th International Conference on Intelligent User Interfaces,
                  College Station, TX, USA, April 13-17, 2021},
  pages        = {340--350},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3397481.3450639},
  doi          = {10.1145/3397481.3450639},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/NouraniRBHRRG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RahmanRG21,
  author       = {Tahrima Rahman and
                  Sara Rouhani and
                  Vibhav Gogate},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Novel Upper Bounds for the Constrained Most Probable Explanation Task},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {9613--9624},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/4fc7e9c4df30aafd8b7e1ab324f27712-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/RahmanRG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/NouraniHBRRRG20,
  author       = {Mahsan Nourani and
                  Donald R. Honeycutt and
                  Jeremy E. Block and
                  Chiradeep Roy and
                  Tahrima Rahman and
                  Eric D. Ragan and
                  Vibhav Gogate},
  editor       = {Regina Bernhaupt and
                  Florian 'Floyd' Mueller and
                  David Verweij and
                  Josh Andres and
                  Joanna McGrenere and
                  Andy Cockburn and
                  Ignacio Avellino and
                  Alix Goguey and
                  Pernille Bj{\o}n and
                  Shengdong Zhao and
                  Briane Paul Samson and
                  Rafal Kocielnik},
  title        = {Investigating the Importance of First Impressions and Explainable
                  {AI} with Interactive Video Analysis},
  booktitle    = {Extended Abstracts of the 2020 {CHI} Conference on Human Factors in
                  Computing Systems, {CHI} 2020, Honolulu, HI, USA, April 25-30, 2020},
  pages        = {1--8},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3334480.3382967},
  doi          = {10.1145/3334480.3382967},
  timestamp    = {Wed, 04 May 2022 13:02:17 +0200},
  biburl       = {https://dblp.org/rec/conf/chi/NouraniHBRRRG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RouhaniRG20,
  author       = {Sara Rouhani and
                  Tahrima Rahman and
                  Vibhav Gogate},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {A Novel Approach for Constrained Optimization in Graphical Models},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/8ab9bb97ce35080338be74dc6375e0ed-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/RouhaniRG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/2020,
  editor       = {Ryan P. Adams and
                  Vibhav Gogate},
  title        = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
  series       = {Proceedings of Machine Learning Research},
  volume       = {124},
  publisher    = {{AUAI} Press},
  year         = {2020},
  url          = {http://auai.org/uai2020/accepted.php},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/2020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-02335,
  author       = {Mahsan Nourani and
                  Chiradeep Roy and
                  Tahrima Rahman and
                  Eric D. Ragan and
                  Nicholas Ruozzi and
                  Vibhav Gogate},
  title        = {Don't Explain without Verifying Veracity: An Evaluation of Explainable
                  {AI} with Video Activity Recognition},
  journal      = {CoRR},
  volume       = {abs/2005.02335},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.02335},
  eprinttype    = {arXiv},
  eprint       = {2005.02335},
  timestamp    = {Sat, 09 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-02335.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MittalBGS19,
  author       = {Happy Mittal and
                  Ayush Bhardwaj and
                  Vibhav Gogate and
                  Parag Singla},
  editor       = {Kamalika Chaudhuri and
                  Masashi Sugiyama},
  title        = {Domain-Size Aware Markov Logic Networks},
  booktitle    = {The 22nd International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
  series       = {Proceedings of Machine Learning Research},
  volume       = {89},
  pages        = {3216--3224},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v89/mittal19a.html},
  timestamp    = {Fri, 07 Jun 2019 09:03:47 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/MittalBGS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RahmanJG19,
  author       = {Tahrima Rahman and
                  Shasha Jin and
                  Vibhav Gogate},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Look Ma, No Latent Variables: Accurate Cutset Networks via Compilation},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {5311--5320},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/rahman19a.html},
  timestamp    = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/RahmanJG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/RahmanJG19,
  author       = {Tahrima Rahman and
                  Shasha Jin and
                  Vibhav Gogate},
  editor       = {Sarit Kraus},
  title        = {Cutset Bayesian Networks: {A} New Representation for Learning Rao-Blackwellised
                  Graphical Models},
  booktitle    = {Proceedings of the Twenty-Eighth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
                  2019},
  pages        = {5751--5757},
  publisher    = {ijcai.org},
  year         = {2019},
  url          = {https://doi.org/10.24963/ijcai.2019/797},
  doi          = {10.24963/IJCAI.2019/797},
  timestamp    = {Tue, 20 Aug 2019 16:18:18 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/RahmanJG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/RoySNRKGRR19,
  author       = {Chiradeep Roy and
                  Mahesh Shanbhag and
                  Mahsan Nourani and
                  Tahrima Rahman and
                  Samia Kabir and
                  Vibhav Gogate and
                  Nicholas Ruozzi and
                  Eric D. Ragan},
  editor       = {Christoph Trattner and
                  Denis Parra and
                  Nathalie Riche},
  title        = {Explainable Activity Recognition in Videos},
  booktitle    = {Joint Proceedings of the {ACM} {IUI} 2019 Workshops co-located with
                  the 24th {ACM} Conference on Intelligent User Interfaces {(ACM} {IUI}
                  2019), Los Angeles, USA, March 20, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2327},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2327/IUI19WS-ExSS2019-8.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:23:10 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/RoySNRKGRR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChouSSRG18,
  author       = {Li Chou and
                  Pracheta Sahoo and
                  Somdeb Sarkhel and
                  Nicholas Ruozzi and
                  Vibhav Gogate},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Automatic Parameter Tying: {A} New Approach for Regularized Parameter
                  Learning in Markov Networks},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {2860--2867},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.11785},
  doi          = {10.1609/AAAI.V32I1.11785},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ChouSSRG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/RouhaniRG18,
  author       = {Sara Rouhani and
                  Tahrima Rahman and
                  Vibhav Gogate},
  editor       = {J{\'{e}}r{\^{o}}me Lang},
  title        = {Algorithms for the Nearest Assignment Problem},
  booktitle    = {Proceedings of the Twenty-Seventh International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
                  Sweden},
  pages        = {5096--5102},
  publisher    = {ijcai.org},
  year         = {2018},
  url          = {https://doi.org/10.24963/ijcai.2018/707},
  doi          = {10.24963/IJCAI.2018/707},
  timestamp    = {Tue, 20 Aug 2019 16:19:08 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/RouhaniRG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChouGG18,
  author       = {Li Chou and
                  Wolfgang Gatterbauer and
                  Vibhav Gogate},
  editor       = {Amir Globerson and
                  Ricardo Silva},
  title        = {Dissociation-Based Oblivious Bounds for Weighted Model Counting},
  booktitle    = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
                  2018},
  pages        = {866--875},
  publisher    = {{AUAI} Press},
  year         = {2018},
  url          = {http://auai.org/uai2018/proceedings/papers/312.pdf},
  timestamp    = {Tue, 15 Dec 2020 17:40:18 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/ChouGG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SharmaSMGS18,
  author       = {Vishal Sharma and
                  Noman Ahmed Sheikh and
                  Happy Mittal and
                  Vibhav Gogate and
                  Parag Singla},
  editor       = {Amir Globerson and
                  Ricardo Silva},
  title        = {Lifted Marginal {MAP} Inference},
  booktitle    = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
                  2018},
  pages        = {917--926},
  publisher    = {{AUAI} Press},
  year         = {2018},
  url          = {http://auai.org/uai2018/proceedings/papers/322.pdf},
  timestamp    = {Wed, 09 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/SharmaSMGS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05355,
  author       = {Yibo Yang and
                  Nicholas Ruozzi and
                  Vibhav Gogate},
  title        = {Scalable Neural Network Compression and Pruning Using Hard Clustering
                  and {L1} Regularization},
  journal      = {CoRR},
  volume       = {abs/1806.05355},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.05355},
  eprinttype    = {arXiv},
  eprint       = {1806.05355},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-05355.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-00589,
  author       = {Vishal Sharma and
                  Noman Ahmed Sheikh and
                  Happy Mittal and
                  Vibhav Gogate and
                  Parag Singla},
  title        = {Lifted Marginal {MAP} Inference},
  journal      = {CoRR},
  volume       = {abs/1807.00589},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.00589},
  eprinttype    = {arXiv},
  eprint       = {1807.00589},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-00589.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01082,
  author       = {Happy Mittal and
                  Ayush Bhardwaj and
                  Vibhav Gogate and
                  Parag Singla},
  title        = {Domain Aware Markov Logic Networks},
  journal      = {CoRR},
  volume       = {abs/1807.01082},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.01082},
  eprinttype    = {arXiv},
  eprint       = {1807.01082},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-01082.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SarkhelVRG17,
  author       = {Somdeb Sarkhel and
                  Deepak Venugopal and
                  Nicholas Ruozzi and
                  Vibhav Gogate},
  editor       = {Carles Sierra},
  title        = {Efficient Inference for Untied MLNs},
  booktitle    = {Proceedings of the Twenty-Sixth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
                  19-25, 2017},
  pages        = {4617--4624},
  publisher    = {ijcai.org},
  year         = {2017},
  url          = {https://doi.org/10.24963/ijcai.2017/644},
  doi          = {10.24963/IJCAI.2017/644},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/SarkhelVRG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/0002RG17,
  author       = {David B. Smith and
                  Sara Rouhani and
                  Vibhav Gogate},
  editor       = {Carles Sierra},
  title        = {Order Statistics for Probabilistic Graphical Models},
  booktitle    = {Proceedings of the Twenty-Sixth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
                  19-25, 2017},
  pages        = {4625--4631},
  publisher    = {ijcai.org},
  year         = {2017},
  url          = {https://doi.org/10.24963/ijcai.2017/645},
  doi          = {10.24963/IJCAI.2017/645},
  timestamp    = {Tue, 20 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/0002RG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/GogateD16,
  author       = {Vibhav Gogate and
                  Pedro M. Domingos},
  title        = {Probabilistic theorem proving},
  journal      = {Commun. {ACM}},
  volume       = {59},
  number       = {7},
  pages        = {107--115},
  year         = {2016},
  url          = {https://doi.org/10.1145/2936726},
  doi          = {10.1145/2936726},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cacm/GogateD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SarkhelVPSG16,
  author       = {Somdeb Sarkhel and
                  Deepak Venugopal and
                  Tuan Anh Pham and
                  Parag Singla and
                  Vibhav Gogate},
  editor       = {Dale Schuurmans and
                  Michael P. Wellman},
  title        = {Scalable Training of Markov Logic Networks Using Approximate Counting},
  booktitle    = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
                  February 12-17, 2016, Phoenix, Arizona, {USA}},
  pages        = {1067--1073},
  publisher    = {{AAAI} Press},
  year         = {2016},
  url          = {https://doi.org/10.1609/aaai.v30i1.10119},
  doi          = {10.1609/AAAI.V30I1.10119},
  timestamp    = {Mon, 04 Sep 2023 15:08:28 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/SarkhelVPSG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChouSRG16,
  author       = {Li Chou and
                  Somdeb Sarkhel and
                  Nicholas Ruozzi and
                  Vibhav Gogate},
  editor       = {Dale Schuurmans and
                  Michael P. Wellman},
  title        = {On Parameter Tying by Quantization},
  booktitle    = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
                  February 12-17, 2016, Phoenix, Arizona, {USA}},
  pages        = {3241--3247},
  publisher    = {{AAAI} Press},
  year         = {2016},
  url          = {https://doi.org/10.1609/aaai.v30i1.10429},
  doi          = {10.1609/AAAI.V30I1.10429},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ChouSRG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RahmanG16,
  author       = {Tahrima Rahman and
                  Vibhav Gogate},
  editor       = {Dale Schuurmans and
                  Michael P. Wellman},
  title        = {Learning Ensembles of Cutset Networks},
  booktitle    = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
                  February 12-17, 2016, Phoenix, Arizona, {USA}},
  pages        = {3301--3307},
  publisher    = {{AAAI} Press},
  year         = {2016},
  url          = {https://doi.org/10.1609/aaai.v30i1.10428},
  doi          = {10.1609/AAAI.V30I1.10428},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/RahmanG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/LuVGN16,
  author       = {Jing Lu and
                  Deepak Venugopal and
                  Vibhav Gogate and
                  Vincent Ng},
  editor       = {Nicoletta Calzolari and
                  Yuji Matsumoto and
                  Rashmi Prasad},
  title        = {Joint Inference for Event Coreference Resolution},
  booktitle    = {{COLING} 2016, 26th International Conference on Computational Linguistics,
                  Proceedings of the Conference: Technical Papers, December 11-16, 2016,
                  Osaka, Japan},
  pages        = {3264--3275},
  publisher    = {{ACL}},
  year         = {2016},
  url          = {https://aclanthology.org/C16-1308/},
  timestamp    = {Fri, 18 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/coling/LuVGN16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BrazOGD16,
  author       = {Rodrigo de Salvo Braz and
                  Ciaran O'Reilly and
                  Vibhav Gogate and
                  Rina Dechter},
  editor       = {Subbarao Kambhampati},
  title        = {Probabilistic Inference Modulo Theories},
  booktitle    = {Proceedings of the Twenty-Fifth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
                  2016},
  pages        = {3591--3599},
  publisher    = {{IJCAI/AAAI} Press},
  year         = {2016},
  url          = {http://www.ijcai.org/Abstract/16/506},
  timestamp    = {Tue, 20 Aug 2019 16:19:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/BrazOGD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RahmanG16,
  author       = {Tahrima Rahman and
                  Vibhav Gogate},
  editor       = {Alexander Ihler and
                  Dominik Janzing},
  title        = {Merging Strategies for Sum-Product Networks: From Trees to Graphs},
  booktitle    = {Proceedings of the Thirty-Second Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2016, June 25-29, 2016, New York City, NY, {USA}},
  publisher    = {{AUAI} Press},
  year         = {2016},
  url          = {http://auai.org/uai2016/proceedings/papers/71.pdf},
  timestamp    = {Mon, 05 Dec 2022 15:54:38 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/RahmanG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BrazOGD16,
  author       = {Rodrigo de Salvo Braz and
                  Ciaran O'Reilly and
                  Vibhav Gogate and
                  Rina Dechter},
  title        = {Probabilistic Inference Modulo Theories},
  journal      = {CoRR},
  volume       = {abs/1605.08367},
  year         = {2016},
  url          = {http://arxiv.org/abs/1605.08367},
  eprinttype    = {arXiv},
  eprint       = {1605.08367},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/BrazOGD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0002SG16,
  author       = {David B. Smith and
                  Parag Singla and
                  Vibhav Gogate},
  title        = {Lifted Region-Based Belief Propagation},
  journal      = {CoRR},
  volume       = {abs/1606.09637},
  year         = {2016},
  url          = {http://arxiv.org/abs/1606.09637},
  eprinttype    = {arXiv},
  eprint       = {1606.09637},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/0002SG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/VenugopalSG15,
  author       = {Deepak Venugopal and
                  Somdeb Sarkhel and
                  Vibhav Gogate},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Just Count the Satisfied Groundings: Scalable Local-Search and Sampling
                  Based Inference in MLNs},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {3606--3612},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9676},
  doi          = {10.1609/AAAI.V29I1.9676},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/VenugopalSG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SmithG15,
  author       = {David B. Smith and
                  Vibhav Gogate},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {Bounding the Cost of Search-Based Lifted Inference},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {946--954},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/dc82d632c9fcecb0778afbc7924494a6-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/SmithG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SarkhelSG15,
  author       = {Somdeb Sarkhel and
                  Parag Singla and
                  Vibhav Gogate},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {Fast Lifted {MAP} Inference via Partitioning},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {3240--3248},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/645098b086d2f9e1e0e939c27f9f2d6f-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/SarkhelSG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MittalMGS15,
  author       = {Happy Mittal and
                  Anuj Mahajan and
                  Vibhav Gogate and
                  Parag Singla},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {Lifted Inference Rules With Constraints},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {3519--3527},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/2d00f43f07911355d4151f13925ff292-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/MittalMGS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/VenugopalG14,
  author       = {Deepak Venugopal and
                  Vibhav Gogate},
  title        = {Evidence-Based Clustering for Scalable Inference in Markov Logic},
  booktitle    = {Statistical Relational Artificial Intelligence, Papers from the 2014
                  {AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
                  July 27, 2014},
  series       = {{AAAI} Technical Report},
  volume       = {{WS-14-13}},
  publisher    = {{AAAI}},
  year         = {2014},
  url          = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8832},
  timestamp    = {Tue, 05 Sep 2023 08:59:27 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/VenugopalG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SarkhelVSG14,
  author       = {Somdeb Sarkhel and
                  Deepak Venugopal and
                  Parag Singla and
                  Vibhav Gogate},
  title        = {Lifted {MAP} Inference for Markov Logic Networks},
  booktitle    = {Proceedings of the Seventeenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
                  22-25, 2014},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {33},
  pages        = {859--867},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v33/sarkhel14.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/SarkhelVSG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SmithG14,
  author       = {David B. Smith and
                  Vibhav Gogate},
  title        = {Loopy Belief Propagation in the Presence of Determinism},
  booktitle    = {Proceedings of the Seventeenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
                  22-25, 2014},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {33},
  pages        = {895--903},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v33/smith14.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/SmithG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/VenugopalCGN14,
  author       = {Deepak Venugopal and
                  Chen Chen and
                  Vibhav Gogate and
                  Vincent Ng},
  editor       = {Alessandro Moschitti and
                  Bo Pang and
                  Walter Daelemans},
  title        = {Relieving the Computational Bottleneck: Joint Inference for Event
                  Extraction with High-Dimensional Features},
  booktitle    = {Proceedings of the 2014 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2014, October 25-29, 2014, Doha, Qatar,
                  {A} meeting of SIGDAT, a Special Interest Group of the {ACL}},
  pages        = {831--843},
  publisher    = {{ACL}},
  year         = {2014},
  url          = {https://doi.org/10.3115/v1/d14-1090},
  doi          = {10.3115/V1/D14-1090},
  timestamp    = {Fri, 18 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/VenugopalCGN14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MittalGGS14,
  author       = {Happy Mittal and
                  Prasoon Goyal and
                  Vibhav Gogate and
                  Parag Singla},
  editor       = {Zoubin Ghahramani and
                  Max Welling and
                  Corinna Cortes and
                  Neil D. Lawrence and
                  Kilian Q. Weinberger},
  title        = {New Rules for Domain Independent Lifted {MAP} Inference},
  booktitle    = {Advances in Neural Information Processing Systems 27: Annual Conference
                  on Neural Information Processing Systems 2014, December 8-13 2014,
                  Montreal, Quebec, Canada},
  pages        = {649--657},
  year         = {2014},
  url          = {https://proceedings.neurips.cc/paper/2014/hash/941e1aaaba585b952b62c14a3a175a61-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/MittalGGS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VenugopalG14,
  author       = {Deepak Venugopal and
                  Vibhav Gogate},
  editor       = {Zoubin Ghahramani and
                  Max Welling and
                  Corinna Cortes and
                  Neil D. Lawrence and
                  Kilian Q. Weinberger},
  title        = {Scaling-up Importance Sampling for Markov Logic Networks},
  booktitle    = {Advances in Neural Information Processing Systems 27: Annual Conference
                  on Neural Information Processing Systems 2014, December 8-13 2014,
                  Montreal, Quebec, Canada},
  pages        = {2978--2986},
  year         = {2014},
  url          = {https://proceedings.neurips.cc/paper/2014/hash/3a20f62a0af1aa152670bab3c602feed-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/VenugopalG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SarkhelVSG14,
  author       = {Somdeb Sarkhel and
                  Deepak Venugopal and
                  Parag Singla and
                  Vibhav Gogate},
  editor       = {Zoubin Ghahramani and
                  Max Welling and
                  Corinna Cortes and
                  Neil D. Lawrence and
                  Kilian Q. Weinberger},
  title        = {An Integer Polynomial Programming Based Framework for Lifted {MAP}
                  Inference},
  booktitle    = {Advances in Neural Information Processing Systems 27: Annual Conference
                  on Neural Information Processing Systems 2014, December 8-13 2014,
                  Montreal, Quebec, Canada},
  pages        = {3302--3310},
  year         = {2014},
  url          = {https://proceedings.neurips.cc/paper/2014/hash/26751be1181460baf78db8d5eb7aad39-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/SarkhelVSG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VenugopalG14,
  author       = {Deepak Venugopal and
                  Vibhav Gogate},
  editor       = {Toon Calders and
                  Floriana Esposito and
                  Eyke H{\"{u}}llermeier and
                  Rosa Meo},
  title        = {Evidence-Based Clustering for Scalable Inference in Markov Logic},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
                  Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8726},
  pages        = {258--273},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-662-44845-8\_17},
  doi          = {10.1007/978-3-662-44845-8\_17},
  timestamp    = {Thu, 31 Oct 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/VenugopalG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RahmanKG14,
  author       = {Tahrima Rahman and
                  Prasanna V. Kothalkar and
                  Vibhav Gogate},
  editor       = {Toon Calders and
                  Floriana Esposito and
                  Eyke H{\"{u}}llermeier and
                  Rosa Meo},
  title        = {Cutset Networks: {A} Simple, Tractable, and Scalable Approach for
                  Improving the Accuracy of Chow-Liu Trees},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8725},
  pages        = {630--645},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-662-44851-9\_40},
  doi          = {10.1007/978-3-662-44851-9\_40},
  timestamp    = {Fri, 29 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/RahmanKG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MateescuKGD14,
  author       = {Robert Mateescu and
                  Kalev Kask and
                  Vibhav Gogate and
                  Rina Dechter},
  title        = {Join-Graph Propagation Algorithms},
  journal      = {CoRR},
  volume       = {abs/1401.3489},
  year         = {2014},
  url          = {http://arxiv.org/abs/1401.3489},
  eprinttype    = {arXiv},
  eprint       = {1401.3489},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MateescuKGD14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/AgrawalABBCCGGGJJKKKMNOPPPSSS13,
  author       = {Vikas Agrawal and
                  Christopher Archibald and
                  Mehul Bhatt and
                  Hung Bui and
                  Diane J. Cook and
                  Juan Cort{\'{e}}s and
                  Christopher W. Geib and
                  Vibhav Gogate and
                  Hans W. Guesgen and
                  Dietmar Jannach and
                  Michael Johanson and
                  Kristian Kersting and
                  George Dimitri Konidaris and
                  Lars Kotthoff and
                  Martin Michalowski and
                  Sriraam Natarajan and
                  Barry O'Sullivan and
                  Marc Pickett and
                  Vedran Podobnik and
                  David Poole and
                  Lokendra Shastri and
                  Amarda Shehu and
                  Gita Sukthankar},
  title        = {The {AAAI-13} Conference Workshops},
  journal      = {{AI} Mag.},
  volume       = {34},
  number       = {4},
  pages        = {9},
  year         = {2013},
  url          = {https://doi.org/10.1609/aimag.v34i4.2511},
  doi          = {10.1609/AIMAG.V34I4.2511},
  timestamp    = {Thu, 10 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/aim/AgrawalABBCCGGGJJKKKMNOPPPSSS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Gogate13,
  author       = {Vibhav Gogate},
  title        = {Organizers},
  booktitle    = {Statistical Relational Artificial Intelligence, Papers from the 2013
                  {AAAI} Workshop, Bellevue, Washington, USA, July 15, 2013},
  series       = {{AAAI} Technical Report},
  volume       = {{WS-13-16}},
  publisher    = {{AAAI}},
  year         = {2013},
  url          = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7341},
  timestamp    = {Tue, 05 Sep 2023 08:59:27 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/Gogate13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GogateKNP13,
  author       = {Vibhav Gogate and
                  Kristian Kersting and
                  Sriraam Natarajan and
                  David Poole},
  title        = {Preface},
  booktitle    = {Statistical Relational Artificial Intelligence, Papers from the 2013
                  {AAAI} Workshop, Bellevue, Washington, USA, July 15, 2013},
  series       = {{AAAI} Technical Report},
  volume       = {{WS-13-16}},
  publisher    = {{AAAI}},
  year         = {2013},
  url          = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7342},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/GogateKNP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SarkhelG13,
  author       = {Somdeb Sarkhel and
                  Vibhav Gogate},
  title        = {Lifting WALKSAT-Based Local Search Algorithms for {MAP} Inference},
  booktitle    = {Statistical Relational Artificial Intelligence, Papers from the 2013
                  {AAAI} Workshop, Bellevue, Washington, USA, July 15, 2013},
  series       = {{AAAI} Technical Report},
  volume       = {{WS-13-16}},
  publisher    = {{AAAI}},
  year         = {2013},
  url          = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7165},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/SarkhelG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/VenugopalG13,
  author       = {Deepak Venugopal and
                  Vibhav Gogate},
  editor       = {Marie desJardins and
                  Michael L. Littman},
  title        = {GiSS: Combining Gibbs Sampling and SampleSearch for Inference in Mixed
                  Probabilistic and Deterministic Graphical Models},
  booktitle    = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
                  Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
  pages        = {897--904},
  publisher    = {{AAAI} Press},
  year         = {2013},
  url          = {https://doi.org/10.1609/aaai.v27i1.8620},
  doi          = {10.1609/AAAI.V27I1.8620},
  timestamp    = {Mon, 04 Sep 2023 15:56:33 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/VenugopalG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SmithG13,
  author       = {David B. Smith and
                  Vibhav Gogate},
  editor       = {Francesca Rossi},
  title        = {The Inclusion-Exclusion Rule and its Application to the Junction Tree
                  Algorithm},
  booktitle    = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
                  on Artificial Intelligence, Beijing, China, August 3-9, 2013},
  pages        = {2568--2575},
  publisher    = {{IJCAI/AAAI}},
  year         = {2013},
  url          = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6972},
  timestamp    = {Tue, 23 Jan 2024 13:25:46 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/SmithG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GogateD13,
  author       = {Vibhav Gogate and
                  Pedro M. Domingos},
  editor       = {Ann E. Nicholson and
                  Padhraic Smyth},
  title        = {Structured Message Passing},
  booktitle    = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
  publisher    = {{AUAI} Press},
  year         = {2013},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2386\&\#38;proceeding\_id=29},
  timestamp    = {Fri, 16 Jul 2021 16:15:58 +0200},
  biburl       = {https://dblp.org/rec/conf/uai/GogateD13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/VenugopalG13,
  author       = {Deepak Venugopal and
                  Vibhav Gogate},
  editor       = {Ann E. Nicholson and
                  Padhraic Smyth},
  title        = {Dynamic Blocking and Collapsing for Gibbs Sampling},
  booktitle    = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
  publisher    = {{AUAI} Press},
  year         = {2013},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2428\&\#38;proceeding\_id=29},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/VenugopalG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GogateD13,
  author       = {Vibhav Gogate and
                  Pedro M. Domingos},
  title        = {Structured Message Passing},
  journal      = {CoRR},
  volume       = {abs/1309.6832},
  year         = {2013},
  url          = {http://arxiv.org/abs/1309.6832},
  eprinttype    = {arXiv},
  eprint       = {1309.6832},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/GogateD13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VenugopalG13,
  author       = {Deepak Venugopal and
                  Vibhav Gogate},
  title        = {Dynamic Blocking and Collapsing for Gibbs Sampling},
  journal      = {CoRR},
  volume       = {abs/1309.6870},
  year         = {2013},
  url          = {http://arxiv.org/abs/1309.6870},
  eprinttype    = {arXiv},
  eprint       = {1309.6870},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/VenugopalG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/GogateD12,
  author       = {Vibhav Gogate and
                  Rina Dechter},
  title        = {Importance sampling-based estimation over {AND/OR} search spaces for
                  graphical models},
  journal      = {Artif. Intell.},
  volume       = {184-185},
  pages        = {38--77},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.artint.2012.03.001},
  doi          = {10.1016/J.ARTINT.2012.03.001},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ai/GogateD12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GogateJV12,
  author       = {Vibhav Gogate and
                  Abhay Kumar Jha and
                  Deepak Venugopal},
  editor       = {J{\"{o}}rg Hoffmann and
                  Bart Selman},
  title        = {Advances in Lifted Importance Sampling},
  booktitle    = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
                  July 22-26, 2012, Toronto, Ontario, Canada},
  pages        = {1910--1916},
  publisher    = {{AAAI} Press},
  year         = {2012},
  url          = {https://doi.org/10.1609/aaai.v26i1.8400},
  doi          = {10.1609/AAAI.V26I1.8400},
  timestamp    = {Mon, 04 Sep 2023 15:56:47 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/GogateJV12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VenugopalG12,
  author       = {Deepak Venugopal and
                  Vibhav Gogate},
  editor       = {Peter L. Bartlett and
                  Fernando C. N. Pereira and
                  Christopher J. C. Burges and
                  L{\'{e}}on Bottou and
                  Kilian Q. Weinberger},
  title        = {On Lifting the Gibbs Sampling Algorithm},
  booktitle    = {Advances in Neural Information Processing Systems 25: 26th Annual
                  Conference on Neural Information Processing Systems 2012. Proceedings
                  of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
  pages        = {1664--1672},
  year         = {2012},
  url          = {https://proceedings.neurips.cc/paper/2012/hash/fc8001f834f6a5f0561080d134d53d29-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/VenugopalG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/starai/VenugopalG12,
  author       = {Deepak Venugopal and
                  Vibhav Gogate},
  editor       = {Henry A. Kautz and
                  Kristian Kersting and
                  Sriraam Natarajan and
                  David Poole},
  title        = {On Lifting the Gibbs Sampling Algorithm},
  booktitle    = {2nd International Workshop on Statistical Relational {AI} (StaRAI-12),
                  held at the Uncertainty in Artificial Intelligence Conference {(UAI}
                  2012), Catalina Island, CA, USA, August 18, 2012},
  year         = {2012},
  url          = {https://starai.cs.kuleuven.be/2012/accepted/venugopal.pdf},
  timestamp    = {Thu, 10 Nov 2022 14:49:26 +0100},
  biburl       = {https://dblp.org/rec/conf/starai/VenugopalG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3723,
  author       = {Vibhav Gogate and
                  Pedro M. Domingos},
  title        = {Approximation by Quantization},
  journal      = {CoRR},
  volume       = {abs/1202.3723},
  year         = {2012},
  url          = {http://arxiv.org/abs/1202.3723},
  eprinttype    = {arXiv},
  eprint       = {1202.3723},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1202-3723.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3724,
  author       = {Vibhav Gogate and
                  Pedro M. Domingos},
  title        = {Probabilistic Theorem Proving},
  journal      = {CoRR},
  volume       = {abs/1202.3724},
  year         = {2012},
  url          = {http://arxiv.org/abs/1202.3724},
  eprinttype    = {arXiv},
  eprint       = {1202.3724},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1202-3724.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-3482,
  author       = {Vibhav Gogate and
                  Pedro M. Domingos},
  title        = {Formula-Based Probabilistic Inference},
  journal      = {CoRR},
  volume       = {abs/1203.3482},
  year         = {2012},
  url          = {http://arxiv.org/abs/1203.3482},
  eprinttype    = {arXiv},
  eprint       = {1203.3482},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1203-3482.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-3232,
  author       = {Vibhav Gogate and
                  Rina Dechter},
  title        = {{AND/OR} Importance Sampling},
  journal      = {CoRR},
  volume       = {abs/1206.3232},
  year         = {2012},
  url          = {http://arxiv.org/abs/1206.3232},
  eprinttype    = {arXiv},
  eprint       = {1206.3232},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1206-3232.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-5242,
  author       = {Vibhav Gogate and
                  Bozhena Bidyuk and
                  Rina Dechter},
  title        = {Studies in Lower Bounding Probabilities of Evidence using the Markov
                  Inequality},
  journal      = {CoRR},
  volume       = {abs/1206.5242},
  year         = {2012},
  url          = {http://arxiv.org/abs/1206.5242},
  eprinttype    = {arXiv},
  eprint       = {1206.5242},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1206-5242.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-1384,
  author       = {Vibhav Gogate and
                  Rina Dechter and
                  Bozhena Bidyuk and
                  Craig Rindt and
                  James Marca},
  title        = {Modeling Transportation Routines using Hybrid Dynamic Mixed Networks},
  journal      = {CoRR},
  volume       = {abs/1207.1384},
  year         = {2012},
  url          = {http://arxiv.org/abs/1207.1384},
  eprinttype    = {arXiv},
  eprint       = {1207.1384},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1207-1384.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-1385,
  author       = {Vibhav Gogate and
                  Rina Dechter},
  title        = {Approximate Inference Algorithms for Hybrid Bayesian Networks with
                  Discrete Constraints},
  journal      = {CoRR},
  volume       = {abs/1207.1385},
  year         = {2012},
  url          = {http://arxiv.org/abs/1207.1385},
  eprinttype    = {arXiv},
  eprint       = {1207.1385},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1207-1385.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-4109,
  author       = {Vibhav Gogate and
                  Rina Dechter},
  title        = {A Complete Anytime Algorithm for Treewidth},
  journal      = {CoRR},
  volume       = {abs/1207.4109},
  year         = {2012},
  url          = {http://arxiv.org/abs/1207.4109},
  eprinttype    = {arXiv},
  eprint       = {1207.4109},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1207-4109.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/GogateD11,
  author       = {Vibhav Gogate and
                  Rina Dechter},
  title        = {SampleSearch: Importance sampling in presence of determinism},
  journal      = {Artif. Intell.},
  volume       = {175},
  number       = {2},
  pages        = {694--729},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.artint.2010.10.009},
  doi          = {10.1016/J.ARTINT.2010.10.009},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ai/GogateD11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ia/GogateD11,
  author       = {Vibhav Gogate and
                  Rina Dechter},
  title        = {Sampling-based lower bounds for counting queries},
  journal      = {Intelligenza Artificiale},
  volume       = {5},
  number       = {2},
  pages        = {171--188},
  year         = {2011},
  url          = {https://doi.org/10.3233/IA-2011-0026},
  doi          = {10.3233/IA-2011-0026},
  timestamp    = {Thu, 18 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ia/GogateD11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GogateD11,
  author       = {Vibhav Gogate and
                  Pedro M. Domingos},
  editor       = {F{\'{a}}bio Gagliardi Cozman and
                  Avi Pfeffer},
  title        = {Approximation by Quantization},
  booktitle    = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
                  in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
  pages        = {247--255},
  publisher    = {{AUAI} Press},
  year         = {2011},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2245\&\#38;proceeding\_id=27},
  timestamp    = {Wed, 03 Feb 2021 11:09:03 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/GogateD11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GogateD11a,
  author       = {Vibhav Gogate and
                  Pedro M. Domingos},
  editor       = {F{\'{a}}bio Gagliardi Cozman and
                  Avi Pfeffer},
  title        = {Probabilistic Theorem Proving},
  booktitle    = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
                  in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
  pages        = {256--265},
  publisher    = {{AUAI} Press},
  year         = {2011},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2263\&\#38;proceeding\_id=27},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/GogateD11a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/MateescuKGD10,
  author       = {Robert Mateescu and
                  Kalev Kask and
                  Vibhav Gogate and
                  Rina Dechter},
  title        = {Join-Graph Propagation Algorithms},
  journal      = {J. Artif. Intell. Res.},
  volume       = {37},
  pages        = {279--328},
  year         = {2010},
  url          = {https://doi.org/10.1613/jair.2842},
  doi          = {10.1613/JAIR.2842},
  timestamp    = {Mon, 21 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jair/MateescuKGD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GogateD10,
  author       = {Vibhav Gogate and
                  Pedro M. Domingos},
  title        = {Exploiting Logical Structure in Lifted Probabilistic Inference},
  booktitle    = {Statistical Relational Artificial Intelligence, Papers from the 2010
                  {AAAI} Workshop, Atlanta, Georgia, USA, July 12, 2010},
  series       = {{AAAI} Technical Report},
  volume       = {{WS-10-06}},
  publisher    = {{AAAI}},
  year         = {2010},
  url          = {http://aaai.org/ocs/index.php/WS/AAAIW10/paper/view/2049},
  timestamp    = {Tue, 05 Sep 2023 08:59:27 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/GogateD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GogateWD10,
  author       = {Vibhav Gogate and
                  William Austin Webb and
                  Pedro M. Domingos},
  editor       = {John D. Lafferty and
                  Christopher K. I. Williams and
                  John Shawe{-}Taylor and
                  Richard S. Zemel and
                  Aron Culotta},
  title        = {Learning Efficient Markov Networks},
  booktitle    = {Advances in Neural Information Processing Systems 23: 24th Annual
                  Conference on Neural Information Processing Systems 2010. Proceedings
                  of a meeting held 6-9 December 2010, Vancouver, British Columbia,
                  Canada},
  pages        = {748--756},
  publisher    = {Curran Associates, Inc.},
  year         = {2010},
  url          = {https://proceedings.neurips.cc/paper/2010/hash/e5e63da79fcd2bebbd7cb8bf1c1d0274-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/GogateWD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JhaGMS10,
  author       = {Abhay Kumar Jha and
                  Vibhav Gogate and
                  Alexandra Meliou and
                  Dan Suciu},
  editor       = {John D. Lafferty and
                  Christopher K. I. Williams and
                  John Shawe{-}Taylor and
                  Richard S. Zemel and
                  Aron Culotta},
  title        = {Lifted Inference Seen from the Other Side : The Tractable Features},
  booktitle    = {Advances in Neural Information Processing Systems 23: 24th Annual
                  Conference on Neural Information Processing Systems 2010. Proceedings
                  of a meeting held 6-9 December 2010, Vancouver, British Columbia,
                  Canada},
  pages        = {973--981},
  publisher    = {Curran Associates, Inc.},
  year         = {2010},
  url          = {https://proceedings.neurips.cc/paper/2010/hash/33e8075e9970de0cfea955afd4644bb2-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/JhaGMS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GogateD10,
  author       = {Vibhav Gogate and
                  Pedro M. Domingos},
  editor       = {Peter Gr{\"{u}}nwald and
                  Peter Spirtes},
  title        = {Formula-Based Probabilistic Inference},
  booktitle    = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty
                  in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010},
  pages        = {210--219},
  publisher    = {{AUAI} Press},
  year         = {2010},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2108\&\#38;proceeding\_id=26},
  timestamp    = {Wed, 03 Feb 2021 11:09:25 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/GogateD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GogateD10,
  author       = {Vibhav Gogate and
                  Rina Dechter},
  editor       = {Yee Whye Teh and
                  D. Mike Titterington},
  title        = {On Combining Graph-based Variance Reduction schemes},
  booktitle    = {Proceedings of the Thirteenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
                  Italy, May 13-15, 2010},
  series       = {{JMLR} Proceedings},
  volume       = {9},
  pages        = {257--264},
  publisher    = {JMLR.org},
  year         = {2010},
  url          = {http://proceedings.mlr.press/v9/gogate10a.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GogateD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GogateD08,
  author       = {Vibhav Gogate and
                  Rina Dechter},
  editor       = {Dieter Fox and
                  Carla P. Gomes},
  title        = {Studies in Solution Sampling},
  booktitle    = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
                  {AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
  pages        = {271--276},
  publisher    = {{AAAI} Press},
  year         = {2008},
  url          = {http://www.aaai.org/Library/AAAI/2008/aaai08-043.php},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/GogateD08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cp/GogateD08,
  author       = {Vibhav Gogate and
                  Rina Dechter},
  editor       = {Peter J. Stuckey},
  title        = {Approximate Solution Sampling (and Counting) on {AND/OR} Spaces},
  booktitle    = {Principles and Practice of Constraint Programming, 14th International
                  Conference, {CP} 2008, Sydney, Australia, September 14-18, 2008. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5202},
  pages        = {534--538},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-85958-1\_37},
  doi          = {10.1007/978-3-540-85958-1\_37},
  timestamp    = {Tue, 14 May 2019 10:00:45 +0200},
  biburl       = {https://dblp.org/rec/conf/cp/GogateD08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GogateD08,
  author       = {Vibhav Gogate and
                  Rina Dechter},
  editor       = {David A. McAllester and
                  Petri Myllym{\"{a}}ki},
  title        = {{AND/OR} Importance Sampling},
  booktitle    = {{UAI} 2008, Proceedings of the 24th Conference in Uncertainty in Artificial
                  Intelligence, Helsinki, Finland, July 9-12, 2008},
  pages        = {212--219},
  publisher    = {{AUAI} Press},
  year         = {2008},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1949\&\#38;proceeding\_id=24},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/GogateD08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GogateD07,
  author       = {Vibhav Gogate and
                  Rina Dechter},
  title        = {Approximate Counting by Sampling the Backtrack-free Search Space},
  booktitle    = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
                  July 22-26, 2007, Vancouver, British Columbia, Canada},
  pages        = {198--203},
  publisher    = {{AAAI} Press},
  year         = {2007},
  url          = {http://www.aaai.org/Library/AAAI/2007/aaai07-030.php},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/GogateD07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Gogate07,
  author       = {Vibhav Gogate},
  title        = {Approximate Inference in Probabilistic Graphical Models with Determinism},
  booktitle    = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
                  July 22-26, 2007, Vancouver, British Columbia, Canada},
  pages        = {1927--1928},
  publisher    = {{AAAI} Press},
  year         = {2007},
  url          = {http://www.aaai.org/Library/AAAI/2007/aaai07-338.php},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/Gogate07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GogateBD07,
  author       = {Vibhav Gogate and
                  Bozhena Bidyuk and
                  Rina Dechter},
  editor       = {Ronald Parr and
                  Linda C. van der Gaag},
  title        = {Studies in Lower Bounding Probabilities of Evidence using the Markov
                  Inequality},
  booktitle    = {{UAI} 2007, Proceedings of the Twenty-Third Conference on Uncertainty
                  in Artificial Intelligence, Vancouver, BC, Canada, July 19-22, 2007},
  pages        = {141--148},
  publisher    = {{AUAI} Press},
  year         = {2007},
  url          = {https://dl.acm.org/doi/10.5555/3020488.3020506},
  doi          = {10.5555/3020488.3020506},
  timestamp    = {Wed, 04 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/uai/GogateBD07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GogateD07,
  author       = {Vibhav Gogate and
                  Rina Dechter},
  editor       = {Marina Meila and
                  Xiaotong Shen},
  title        = {SampleSearch: {A} Scheme that Searches for Consistent Samples},
  booktitle    = {Proceedings of the Eleventh International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico,
                  March 21-24, 2007},
  series       = {{JMLR} Proceedings},
  volume       = {2},
  pages        = {147--154},
  publisher    = {JMLR.org},
  year         = {2007},
  url          = {http://proceedings.mlr.press/v2/gogate07a.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GogateD07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cp/GogateD06,
  author       = {Vibhav Gogate and
                  Rina Dechter},
  editor       = {Fr{\'{e}}d{\'{e}}ric Benhamou},
  title        = {A New Algorithm for Sampling {CSP} Solutions Uniformly at Random},
  booktitle    = {Principles and Practice of Constraint Programming - {CP} 2006, 12th
                  International Conference, {CP} 2006, Nantes, France, September 25-29,
                  2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4204},
  pages        = {711--715},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11889205\_56},
  doi          = {10.1007/11889205\_56},
  timestamp    = {Tue, 14 May 2019 10:00:45 +0200},
  biburl       = {https://dblp.org/rec/conf/cp/GogateD06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GogateD05,
  author       = {Vibhav Gogate and
                  Rina Dechter},
  title        = {Approximate Inference Algorithms for Hybrid Bayesian Networks with
                  Discrete Constraints},
  booktitle    = {{UAI} '05, Proceedings of the 21st Conference in Uncertainty in Artificial
                  Intelligence, Edinburgh, Scotland, July 26-29, 2005},
  pages        = {209--216},
  publisher    = {{AUAI} Press},
  year         = {2005},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1170\&\#38;proceeding\_id=21},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/GogateD05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GogateDBRM05,
  author       = {Vibhav Gogate and
                  Rina Dechter and
                  Bozhena Bidyuk and
                  Craig Rindt and
                  James Marca},
  title        = {Modeling Transportation Routines using Hybrid Dynamic Mixed Networks},
  booktitle    = {{UAI} '05, Proceedings of the 21st Conference in Uncertainty in Artificial
                  Intelligence, Edinburgh, Scotland, July 26-29, 2005},
  pages        = {217--224},
  publisher    = {{AUAI} Press},
  year         = {2005},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1171\&\#38;proceeding\_id=21},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/GogateDBRM05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cp/KaskDG04,
  author       = {Kalev Kask and
                  Rina Dechter and
                  Vibhav Gogate},
  editor       = {Mark Wallace},
  title        = {Counting-Based Look-Ahead Schemes for Constraint Satisfaction},
  booktitle    = {Principles and Practice of Constraint Programming - {CP} 2004, 10th
                  International Conference, {CP} 2004, Toronto, Canada, September 27
                  - October 1, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3258},
  pages        = {317--331},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30201-8\_25},
  doi          = {10.1007/978-3-540-30201-8\_25},
  timestamp    = {Fri, 27 Mar 2020 09:00:36 +0100},
  biburl       = {https://dblp.org/rec/conf/cp/KaskDG04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/KaskDG04,
  author       = {Kalev Kask and
                  Rina Dechter and
                  Vibhav Gogate},
  title        = {New Look-Ahead Schemes for Constraint Satisfaction},
  booktitle    = {International Symposium on Artificial Intelligence and Mathematics,
                  AI{\&}M 2004, Fort Lauderdale, Florida, USA, January 4-6, 2004},
  year         = {2004},
  url          = {http://rutcor.rutgers.edu/\%7Eamai/aimath04/AcceptedPapers/Kask-aimath04.pdf},
  timestamp    = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isaim/KaskDG04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GogateD04,
  author       = {Vibhav Gogate and
                  Rina Dechter},
  editor       = {David Maxwell Chickering and
                  Joseph Y. Halpern},
  title        = {A Complete Anytime Algorithm for Treewidth},
  booktitle    = {{UAI} '04, Proceedings of the 20th Conference in Uncertainty in Artificial
                  Intelligence, Banff, Canada, July 7-11, 2004},
  pages        = {201--208},
  publisher    = {{AUAI} Press},
  year         = {2004},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1109\&\#38;proceeding\_id=20},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/GogateD04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
a service of  Schloss Dagstuhl - Leibniz Center for Informatics