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ORCIDBibTeX records: Anup B. Rao
@article{DBLP:journals/corr/abs-2404-01588,
author = {Yu Xia and
Xu Liu and
Tong Yu and
Sungchul Kim and
Ryan A. Rossi and
Anup B. Rao and
Tung Mai and
Shuai Li},
title = {Hallucination Diversity-Aware Active Learning for Text Summarization},
journal = {CoRR},
volume = {abs/2404.01588},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.01588},
doi = {10.48550/ARXIV.2404.01588},
eprinttype = {arXiv},
eprint = {2404.01588},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-01588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MaiMM0SW23,
author = {Tung Mai and
Alexander Munteanu and
Cameron Musco and
Anup Rao and
Chris Schwiegelshohn and
David P. Woodruff},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Optimal Sketching Bounds for Sparse Linear Regression},
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 = {11288--11316},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/mai23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MaiMM0SW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/GuptaRMRCMS23,
author = {Gaurav Gupta and
Anup B. Rao and
Tung Mai and
Ryan A. Rossi and
Xiang Chen and
Saayan Mitra and
Anshumali Shrivastava},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Near Neighbor Search for Constraint Queries},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {1707--1715},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386608},
doi = {10.1109/BIGDATA59044.2023.10386608},
timestamp = {Fri, 02 Feb 2024 12:00:39 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/GuptaRMRCMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/WuMCR23,
author = {Renzhi Wu and
Saayan Mitra and
Xiang Chen and
Anup B. Rao},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Decentralized Personalized Online Federated Learning},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {1873--1882},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386159},
doi = {10.1109/BIGDATA59044.2023.10386159},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/WuMCR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChanpuriyaRRML023,
author = {Sudhanshu Chanpuriya and
Ryan A. Rossi and
Anup B. Rao and
Tung Mai and
Nedim Lipka and
Zhao Song and
Cameron Musco},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Exact Representation of Sparse Networks with Symmetric Nonnegative
Embeddings},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/428ceef2cd8a53add7213e04d1746479-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChanpuriyaRRML023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GhadiriAMMR23,
author = {Mehrdad Ghadiri and
David Arbour and
Tung Mai and
Cameron Musco and
Anup B. Rao},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Finite Population Regression Adjustment and Non-asymptotic Guarantees
for Treatment Effect Estimation},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/eaf5d2cdb582c058a078d4fdf52a20f9-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GhadiriAMMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spaa/MurhekarAMR23,
author = {Aniket Murhekar and
David Arbour and
Tung Mai and
Anup B. Rao},
editor = {Kunal Agrawal and
Julian Shun},
title = {Brief Announcement: Dynamic Vector Bin Packing for Online Resource
Allocation in the Cloud},
booktitle = {Proceedings of the 35th {ACM} Symposium on Parallelism in Algorithms
and Architectures, {SPAA} 2023, Orlando, FL, USA, June 17-19, 2023},
pages = {307--310},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3558481.3591314},
doi = {10.1145/3558481.3591314},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/spaa/MurhekarAMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-02261,
author = {Tung Mai and
Alexander Munteanu and
Cameron Musco and
Anup B. Rao and
Chris Schwiegelshohn and
David P. Woodruff},
title = {Optimal Sketching Bounds for Sparse Linear Regression},
journal = {CoRR},
volume = {abs/2304.02261},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.02261},
doi = {10.48550/ARXIV.2304.02261},
eprinttype = {arXiv},
eprint = {2304.02261},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-02261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-08648,
author = {Aniket Murhekar and
David Arbour and
Tung Mai and
Anup Rao},
title = {Dynamic Vector Bin Packing for Online Resource Allocation in the Cloud},
journal = {CoRR},
volume = {abs/2304.08648},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.08648},
doi = {10.48550/ARXIV.2304.08648},
eprinttype = {arXiv},
eprint = {2304.08648},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-08648.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-04817,
author = {Renzhi Wu and
Saayan Mitra and
Xiang Chen and
Anup Rao},
title = {Decentralized Personalized Online Federated Learning},
journal = {CoRR},
volume = {abs/2311.04817},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.04817},
doi = {10.48550/ARXIV.2311.04817},
eprinttype = {arXiv},
eprint = {2311.04817},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-04817.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SheoranMPGVMRM22,
author = {Nikhil Sheoran and
Subrata Mitra and
Vibhor Porwal and
Siddharth Ghetia and
Jatin Varshney and
Tung Mai and
Anup B. Rao and
Vikas Maddukuri},
title = {Conditional Generative Model Based Predicate-Aware Query Approximation},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {8259--8266},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i8.20800},
doi = {10.1609/AAAI.V36I8.20800},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SheoranMPGVMRM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ArbourDMR22,
author = {David Arbour and
Drew Dimmery and
Tung Mai and
Anup B. Rao},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Online Balanced Experimental Design},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {844--864},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/arbour22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/ArbourDMR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ReddyR0RMLWKA22,
author = {Aravind Reddy and
Ryan A. Rossi and
Zhao Song and
Anup B. Rao and
Tung Mai and
Nedim Lipka and
Gang Wu and
Eunyee Koh and
Nesreen K. Ahmed},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {One-Pass Algorithms for {MAP} Inference of Nonsymmetric Determinantal
Point Processes},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {18463--18482},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/reddy22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ReddyR0RMLWKA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AddankiAMM022,
author = {Raghavendra Addanki and
David Arbour and
Tung Mai and
Cameron Musco and
Anup Rao},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Sample Constrained Treatment Effect Estimation},
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/240ea1741b205ea295721d55184ac43b-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AddankiAMM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/PorwalMDASRMKNA22,
author = {Vibhor Porwal and
Subrata Mitra and
Fan Du and
John Anderson and
Nikhil Sheoran and
Anup B. Rao and
Tung Mai and
Gautam Kowshik and
Sapthotharan Nair and
Sameeksha Arora and
Saurabh Mahapatra},
editor = {Zachary G. Ives and
Angela Bonifati and
Amr El Abbadi},
title = {Efficient Insights Discovery through Conditional Generative Model
based Query Approximation},
booktitle = {{SIGMOD} '22: International Conference on Management of Data, Philadelphia,
PA, USA, June 12 - 17, 2022},
pages = {2397--2400},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3514221.3520161},
doi = {10.1145/3514221.3520161},
timestamp = {Thu, 16 Mar 2023 09:51:25 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/PorwalMDASRMKNA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12420,
author = {Nikhil Sheoran and
Subrata Mitra and
Vibhor Porwal and
Siddharth Ghetia and
Jatin Varshney and
Tung Mai and
Anup B. Rao and
Vikas Maddukuri},
title = {Electra: Conditional Generative Model based Predicate-Aware Query
Approximation},
journal = {CoRR},
volume = {abs/2201.12420},
year = {2022},
url = {https://arxiv.org/abs/2201.12420},
eprinttype = {arXiv},
eprint = {2201.12420},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06594,
author = {Raghavendra Addanki and
David Arbour and
Tung Mai and
Cameron Musco and
Anup Rao},
title = {Sample Constrained Treatment Effect Estimation},
journal = {CoRR},
volume = {abs/2210.06594},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06594},
doi = {10.48550/ARXIV.2210.06594},
eprinttype = {arXiv},
eprint = {2210.06594},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RossiACARKK21,
author = {Ryan A. Rossi and
Nesreen K. Ahmed and
Aldo G. Carranza and
David Arbour and
Anup B. Rao and
Sungchul Kim and
Eunyee Koh},
title = {Heterogeneous Graphlets},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {1},
pages = {9:1--9:43},
year = {2021},
url = {https://doi.org/10.1145/3418773},
doi = {10.1145/3418773},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/RossiACARKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhuR0MLAK21,
author = {Jiong Zhu and
Ryan A. Rossi and
Anup Rao and
Tung Mai and
Nedim Lipka and
Nesreen K. Ahmed and
Danai Koutra},
title = {Graph Neural Networks with Heterophily},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {11168--11176},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i12.17332},
doi = {10.1609/AAAI.V35I12.17332},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhuR0MLAK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PhanADR21,
author = {My Phan and
David Arbour and
Drew Dimmery and
Anup B. Rao},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Designing Transportable Experiments Under S-admissability},
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 = {2539--2547},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/phan21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PhanADR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ArbourDR21,
author = {David Arbour and
Drew Dimmery and
Anup B. Rao},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Efficient Balanced Treatment Assignments for Experimentation},
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 = {3070--3078},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/arbour21a.html},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ArbourDR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RossiRKKAW21,
author = {Ryan A. Rossi and
Anup B. Rao and
Sungchul Kim and
Eunyee Koh and
Nesreen K. Ahmed and
Gang Wu},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {From Closing Triangles to Higher-Order Motif Closures for Better Unsupervised
Online Link Prediction},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {4085--4093},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3481920},
doi = {10.1145/3459637.3481920},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/RossiRKKAW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/UllahM0RA21,
author = {Enayat Ullah and
Tung Mai and
Anup Rao and
Ryan A. Rossi and
Raman Arora},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {Machine Unlearning via Algorithmic Stability},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {4126--4142},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/ullah21a.html},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/colt/UllahM0RA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MehrabiJRRM21,
author = {Mohammad Mehrabi and
Adel Javanmard and
Ryan A. Rossi and
Anup B. Rao and
Tung Mai},
editor = {Marina Meila and
Tong Zhang},
title = {Fundamental Tradeoffs in Distributionally Adversarial Training},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7544--7554},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mehrabi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MehrabiJRRM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Sahraee-Ardakan21,
author = {Mojtaba Sahraee{-}Ardakan and
Tung Mai and
Anup B. Rao and
Ryan A. Rossi and
Sundeep Rangan and
Alyson K. Fletcher},
editor = {Marina Meila and
Tong Zhang},
title = {Asymptotics of Ridge Regression in Convolutional Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9265--9275},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sahraee-ardakan21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Sahraee-Ardakan21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChanMRRDSF21,
author = {Gromit Yeuk{-}Yin Chan and
Tung Mai and
Anup B. Rao and
Ryan A. Rossi and
Fan Du and
Cl{\'{a}}udio T. Silva and
Juliana Freire},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Interactive Audience Expansion On Large Scale Online Visitor Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2621--2631},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467179},
doi = {10.1145/3447548.3467179},
timestamp = {Mon, 16 Aug 2021 16:18:31 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChanMRRDSF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MaiMR21,
author = {Tung Mai and
Cameron Musco and
Anup Rao},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Coresets for Classification - Simplified and Strengthened},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {11643--11654},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/6098ed616e715171f0dabad60a8e5197-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MaiMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06309,
author = {Mohammad Mehrabi and
Adel Javanmard and
Ryan A. Rossi and
Anup Rao and
Tung Mai},
title = {Fundamental Tradeoffs in Distributionally Adversarial Training},
journal = {CoRR},
volume = {abs/2101.06309},
year = {2021},
url = {https://arxiv.org/abs/2101.06309},
eprinttype = {arXiv},
eprint = {2101.06309},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-06309.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-13179,
author = {Enayat Ullah and
Tung Mai and
Anup Rao and
Ryan A. Rossi and
Raman Arora},
title = {Machine Unlearning via Algorithmic Stability},
journal = {CoRR},
volume = {abs/2102.13179},
year = {2021},
url = {https://arxiv.org/abs/2102.13179},
eprinttype = {arXiv},
eprint = {2102.13179},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-13179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-04557,
author = {Mojtaba Sahraee{-}Ardakan and
Tung Mai and
Anup B. Rao and
Ryan A. Rossi and
Sundeep Rangan and
Alyson K. Fletcher},
title = {Asymptotics of Ridge Regression in Convolutional Models},
journal = {CoRR},
volume = {abs/2103.04557},
year = {2021},
url = {https://arxiv.org/abs/2103.04557},
eprinttype = {arXiv},
eprint = {2103.04557},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-04557.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04254,
author = {Tung Mai and
Anup B. Rao and
Cameron Musco},
title = {Coresets for Classification - Simplified and Strengthened},
journal = {CoRR},
volume = {abs/2106.04254},
year = {2021},
url = {https://arxiv.org/abs/2106.04254},
eprinttype = {arXiv},
eprint = {2106.04254},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04660,
author = {Tung Mai and
Anup B. Rao and
Ryan A. Rossi and
Saeed Seddighin},
title = {Optimal Space and Time for Streaming Pattern Matching},
journal = {CoRR},
volume = {abs/2107.04660},
year = {2021},
url = {https://arxiv.org/abs/2107.04660},
eprinttype = {arXiv},
eprint = {2107.04660},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-04660.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-09222,
author = {Sridhar Mahadevan and
Anup Rao and
Georgios Theocharous and
Jennifer Healey},
title = {Multiscale Manifold Warping},
journal = {CoRR},
volume = {abs/2109.09222},
year = {2021},
url = {https://arxiv.org/abs/2109.09222},
eprinttype = {arXiv},
eprint = {2109.09222},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-09222.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03030,
author = {Sudhanshu Chanpuriya and
Ryan A. Rossi and
Anup B. Rao and
Tung Mai and
Nedim Lipka and
Zhao Song and
Cameron Musco},
title = {An Interpretable Graph Generative Model with Heterophily},
journal = {CoRR},
volume = {abs/2111.03030},
year = {2021},
url = {https://arxiv.org/abs/2111.03030},
eprinttype = {arXiv},
eprint = {2111.03030},
timestamp = {Tue, 09 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-03030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-14674,
author = {Aravind Reddy and
Ryan A. Rossi and
Zhao Song and
Anup B. Rao and
Tung Mai and
Nedim Lipka and
Gang Wu and
Eunyee Koh and
Nesreen K. Ahmed},
title = {Online {MAP} Inference and Learning for Nonsymmetric Determinantal
Point Processes},
journal = {CoRR},
volume = {abs/2111.14674},
year = {2021},
url = {https://arxiv.org/abs/2111.14674},
eprinttype = {arXiv},
eprint = {2111.14674},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-14674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/DurfeePPR20,
author = {David Durfee and
John Peebles and
Richard Peng and
Anup B. Rao},
title = {Determinant-Preserving Sparsification of {SDDM} Matrices},
journal = {{SIAM} J. Comput.},
volume = {49},
number = {4},
year = {2020},
url = {https://doi.org/10.1137/18M1165979},
doi = {10.1137/18M1165979},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamcomp/DurfeePPR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CarranzaRRK20,
author = {Aldo G. Carranza and
Ryan A. Rossi and
Anup Rao and
Eunyee Koh},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Higher-order Clustering in Complex Heterogeneous Networks},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {25--35},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403045},
doi = {10.1145/3394486.3403045},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/CarranzaRRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PacchianoPA0ZLS20,
author = {Aldo Pacchiano and
My Phan and
Yasin Abbasi{-}Yadkori and
Anup Rao and
Julian Zimmert and
Tor Lattimore and
Csaba Szepesv{\'{a}}ri},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Model Selection in Contextual Stochastic Bandit Problems},
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/751d51528afe5e6f7fe95dece4ed32ba-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PacchianoPA0ZLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/AggarwalTR20,
author = {Karan Aggarwal and
Georgios Theocharous and
Anup B. Rao},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Dynamic Clustering with Discrete Time Event Prediction},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {1501--1504},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401182},
doi = {10.1145/3397271.3401182},
timestamp = {Sun, 02 Oct 2022 16:15:14 +0200},
biburl = {https://dblp.org/rec/conf/sigir/AggarwalTR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/0001HMRR20,
author = {Alireza Farhadi and
Mohammad Taghi Hajiaghayi and
Tung Mai and
Anup Rao and
Ryan A. Rossi},
editor = {Shuchi Chawla},
title = {Approximate Maximum Matching in Random Streams},
booktitle = {Proceedings of the 2020 {ACM-SIAM} Symposium on Discrete Algorithms,
{SODA} 2020, Salt Lake City, UT, USA, January 5-8, 2020},
pages = {1773--1785},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611975994.108},
doi = {10.1137/1.9781611975994.108},
timestamp = {Thu, 15 Jul 2021 13:48:53 +0200},
biburl = {https://dblp.org/rec/conf/soda/0001HMRR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/RossiAKKRA20,
author = {Ryan A. Rossi and
Nesreen K. Ahmed and
Eunyee Koh and
Sungchul Kim and
Anup Rao and
Yasin Abbasi{-}Yadkori},
editor = {James Caverlee and
Xia (Ben) Hu and
Mounia Lalmas and
Wei Wang},
title = {A Structural Graph Representation Learning Framework},
booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
and Data Mining, Houston, TX, USA, February 3-7, 2020},
pages = {483--491},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3336191.3371843},
doi = {10.1145/3336191.3371843},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/RossiAKKRA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/RossiRMA20,
author = {Ryan A. Rossi and
Anup Rao and
Tung Mai and
Nesreen K. Ahmed},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Fast and Accurate Estimation of Typed Graphlets},
booktitle = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,
2020},
pages = {32--34},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366424.3382683},
doi = {10.1145/3366424.3382683},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/RossiRMA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/RossiRKKA20,
author = {Ryan A. Rossi and
Anup Rao and
Sungchul Kim and
Eunyee Koh and
Nesreen K. Ahmed},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Tie{-}Yan Liu and
Maarten van Steen},
title = {From Closing Triangles to Closing Higher-Order Motifs},
booktitle = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,
2020},
pages = {42--43},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366424.3382688},
doi = {10.1145/3366424.3382688},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/RossiRKKA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChanDRRKSF20,
author = {Gromit Yeuk{-}Yin Chan and
Fan Du and
Ryan A. Rossi and
Anup B. Rao and
Eunyee Koh and
Cl{\'{a}}udio T. Silva and
Juliana Freire},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Real-Time Clustering for Large Sparse Online Visitor Data},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {1049--1059},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380183},
doi = {10.1145/3366423.3380183},
timestamp = {Fri, 25 Dec 2020 01:14:58 +0100},
biburl = {https://dblp.org/rec/conf/www/ChanDRRKSF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01704,
author = {Aldo Pacchiano and
My Phan and
Yasin Abbasi{-}Yadkori and
Anup Rao and
Julian Zimmert and
Tor Lattimore and
Csaba Szepesv{\'{a}}ri},
title = {Model Selection in Contextual Stochastic Bandit Problems},
journal = {CoRR},
volume = {abs/2003.01704},
year = {2020},
url = {https://arxiv.org/abs/2003.01704},
eprinttype = {arXiv},
eprint = {2003.01704},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-02672,
author = {Thanh Tan Nguyen and
Ali Shameli and
Yasin Abbasi{-}Yadkori and
Anup Rao and
Branislav Kveton},
title = {Sample Efficient Graph-Based Optimization with Noisy Observations},
journal = {CoRR},
volume = {abs/2006.02672},
year = {2020},
url = {https://arxiv.org/abs/2006.02672},
eprinttype = {arXiv},
eprint = {2006.02672},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-02672.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-13566,
author = {Jiong Zhu and
Ryan A. Rossi and
Anup B. Rao and
Tung Mai and
Nedim Lipka and
Nesreen K. Ahmed and
Danai Koutra},
title = {Graph Neural Networks with Heterophily},
journal = {CoRR},
volume = {abs/2009.13566},
year = {2020},
url = {https://arxiv.org/abs/2009.13566},
eprinttype = {arXiv},
eprint = {2009.13566},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-13566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-14058,
author = {Ryan A. Rossi and
Nesreen K. Ahmed and
Aldo G. Carranza and
David Arbour and
Anup B. Rao and
Sungchul Kim and
Eunyee Koh},
title = {Heterogeneous Graphlets},
journal = {CoRR},
volume = {abs/2010.14058},
year = {2020},
url = {https://arxiv.org/abs/2010.14058},
eprinttype = {arXiv},
eprint = {2010.14058},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-14058.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NguyenSARK19,
author = {Thanh Tan Nguyen and
Ali Shameli and
Yasin Abbasi{-}Yadkori and
Anup Rao and
Branislav Kveton},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Sample Efficient Graph-Based Optimization with Noisy Observations},
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 = {3333--3341},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/nguyen19b.html},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NguyenSARK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LeeRKKKR19,
author = {John Boaz Lee and
Ryan A. Rossi and
Xiangnan Kong and
Sungchul Kim and
Eunyee Koh and
Anup Rao},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Graph Convolutional Networks with Motif-based Attention},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {499--508},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3357880},
doi = {10.1145/3357384.3357880},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LeeRKKKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JinRKKRK19,
author = {Di Jin and
Ryan A. Rossi and
Eunyee Koh and
Sungchul Kim and
Anup Rao and
Danai Koutra},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Latent Network Summarization: Bridging Network Embedding and Summarization},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {987--997},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330992},
doi = {10.1145/3292500.3330992},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JinRKKRK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GujralPTR19,
author = {Ekta Gujral and
Evangelos E. Papalexakis and
Georgios Theocharous and
Anup B. Rao},
title = {Hacd: Hierarchical Agglomerative Community Detection In Social Networks},
booktitle = {29th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2019, Pittsburgh, PA, USA, October 13-16, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/MLSP.2019.8918734},
doi = {10.1109/MLSP.2019.8918734},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/GujralPTR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MaiRKRAS19,
author = {Tung Mai and
Anup Rao and
Matt Kapilevich and
Ryan A. Rossi and
Yasin Abbasi{-}Yadkori and
Ritwik Sinha},
editor = {Amir Globerson and
Ricardo Silva},
title = {On Densification for Minwise Hashing},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {831--840},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/mai20a.html},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/MaiRKRAS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wads/DurfeeGRW19,
author = {David Durfee and
Yu Gao and
Anup B. Rao and
Sebastian Wild},
editor = {Zachary Friggstad and
J{\"{o}}rg{-}R{\"{u}}diger Sack and
Mohammad R. Salavatipour},
title = {Efficient Second-Order Shape-Constrained Function Fitting},
booktitle = {Algorithms and Data Structures - 16th International Symposium, {WADS}
2019, Edmonton, AB, Canada, August 5-7, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11646},
pages = {395--408},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-24766-9\_29},
doi = {10.1007/978-3-030-24766-9\_29},
timestamp = {Thu, 03 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wads/DurfeeGRW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-10026,
author = {Ryan A. Rossi and
Nesreen K. Ahmed and
Aldo G. Carranza and
David Arbour and
Anup Rao and
Sungchul Kim and
Eunyee Koh},
title = {Heterogeneous Network Motifs},
journal = {CoRR},
volume = {abs/1901.10026},
year = {2019},
url = {http://arxiv.org/abs/1901.10026},
eprinttype = {arXiv},
eprint = {1901.10026},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-10026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-02149,
author = {David Durfee and
Yu Gao and
Anup B. Rao and
Sebastian Wild},
title = {Efficient Second-Order Shape-Constrained Function Fitting},
journal = {CoRR},
volume = {abs/1905.02149},
year = {2019},
url = {http://arxiv.org/abs/1905.02149},
eprinttype = {arXiv},
eprint = {1905.02149},
timestamp = {Thu, 03 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-02149.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-05059,
author = {Ryan A. Rossi and
Anup Rao and
Sungchul Kim and
Eunyee Koh and
Nesreen K. Ahmed and
Gang Wu},
title = {Higher-Order Ranking and Link Prediction: From Closing Triangles to
Closing Higher-Order Motifs},
journal = {CoRR},
volume = {abs/1906.05059},
year = {2019},
url = {http://arxiv.org/abs/1906.05059},
eprinttype = {arXiv},
eprint = {1906.05059},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-05059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-10497,
author = {Alireza Farhadi and
MohammadTaghi Hajiaghayi and
Tung Mai and
Anup Rao and
Ryan A. Rossi},
title = {Approximate Maximum Matching in Random Streams},
journal = {CoRR},
volume = {abs/1912.10497},
year = {2019},
url = {http://arxiv.org/abs/1912.10497},
eprinttype = {arXiv},
eprint = {1912.10497},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-10497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/CohenKKPPRS18,
author = {Michael B. Cohen and
Jonathan A. Kelner and
Rasmus Kyng and
John Peebles and
Richard Peng and
Anup B. Rao and
Aaron Sidford},
editor = {Mikkel Thorup},
title = {Solving Directed Laplacian Systems in Nearly-Linear Time through Sparse
{LU} Factorizations},
booktitle = {59th {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
2018, Paris, France, October 7-9, 2018},
pages = {898--909},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/FOCS.2018.00089},
doi = {10.1109/FOCS.2018.00089},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/CohenKKPPRS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09793,
author = {Sharan Vaswani and
Branislav Kveton and
Zheng Wen and
Anup Rao and
Mark Schmidt and
Yasin Abbasi{-}Yadkori},
title = {New Insights into Bootstrapping for Bandits},
journal = {CoRR},
volume = {abs/1805.09793},
year = {2018},
url = {http://arxiv.org/abs/1805.09793},
eprinttype = {arXiv},
eprint = {1805.09793},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-07697,
author = {John Boaz Lee and
Ryan A. Rossi and
Xiangnan Kong and
Sungchul Kim and
Eunyee Koh and
Anup Rao},
title = {Higher-order Graph Convolutional Networks},
journal = {CoRR},
volume = {abs/1809.07697},
year = {2018},
url = {http://arxiv.org/abs/1809.07697},
eprinttype = {arXiv},
eprint = {1809.07697},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-07697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-02959,
author = {Aldo G. Carranza and
Ryan A. Rossi and
Anup Rao and
Eunyee Koh},
title = {Higher-order Spectral Clustering for Heterogeneous Graphs},
journal = {CoRR},
volume = {abs/1810.02959},
year = {2018},
url = {http://arxiv.org/abs/1810.02959},
eprinttype = {arXiv},
eprint = {1810.02959},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-02959.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-04461,
author = {Di Jin and
Ryan A. Rossi and
Danai Koutra and
Eunyee Koh and
Sungchul Kim and
Anup Rao},
title = {Bridging Network Embedding and Graph Summarization},
journal = {CoRR},
volume = {abs/1811.04461},
year = {2018},
url = {http://arxiv.org/abs/1811.04461},
eprinttype = {arXiv},
eprint = {1811.04461},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-04461.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-10722,
author = {Michael B. Cohen and
Jonathan A. Kelner and
Rasmus Kyng and
John Peebles and
Richard Peng and
Anup B. Rao and
Aaron Sidford},
title = {Solving Directed Laplacian Systems in Nearly-Linear Time through Sparse
{LU} Factorizations},
journal = {CoRR},
volume = {abs/1811.10722},
year = {2018},
url = {http://arxiv.org/abs/1811.10722},
eprinttype = {arXiv},
eprint = {1811.10722},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-10722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/DurfeePPR17,
author = {David Durfee and
John Peebles and
Richard Peng and
Anup B. Rao},
editor = {Chris Umans},
title = {Determinant-Preserving Sparsification of {SDDM} Matrices with Applications
to Counting and Sampling Spanning Trees},
booktitle = {58th {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
2017, Berkeley, CA, USA, October 15-17, 2017},
pages = {926--937},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/FOCS.2017.90},
doi = {10.1109/FOCS.2017.90},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/DurfeePPR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/CohenKPPRSV17,
author = {Michael B. Cohen and
Jonathan A. Kelner and
John Peebles and
Richard Peng and
Anup B. Rao and
Aaron Sidford and
Adrian Vladu},
editor = {Hamed Hatami and
Pierre McKenzie and
Valerie King},
title = {Almost-linear-time algorithms for Markov chains and new spectral primitives
for directed graphs},
booktitle = {Proceedings of the 49th Annual {ACM} {SIGACT} Symposium on Theory
of Computing, {STOC} 2017, Montreal, QC, Canada, June 19-23, 2017},
pages = {410--419},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3055399.3055463},
doi = {10.1145/3055399.3055463},
timestamp = {Sun, 02 Jun 2019 21:10:31 +0200},
biburl = {https://dblp.org/rec/conf/stoc/CohenKPPRSV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/DurfeeKPRS17,
author = {David Durfee and
Rasmus Kyng and
John Peebles and
Anup B. Rao and
Sushant Sachdeva},
editor = {Hamed Hatami and
Pierre McKenzie and
Valerie King},
title = {Sampling random spanning trees faster than matrix multiplication},
booktitle = {Proceedings of the 49th Annual {ACM} {SIGACT} Symposium on Theory
of Computing, {STOC} 2017, Montreal, QC, Canada, June 19-23, 2017},
pages = {730--742},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3055399.3055499},
doi = {10.1145/3055399.3055499},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/stoc/DurfeeKPRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaiPRV17,
author = {Tung Mai and
Richard Peng and
Anup B. Rao and
Vijay V. Vazirani},
title = {Concave Flow on Small Depth Directed Networks},
journal = {CoRR},
volume = {abs/1704.07791},
year = {2017},
url = {http://arxiv.org/abs/1704.07791},
eprinttype = {arXiv},
eprint = {1704.07791},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaiPRV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DurfeePPR17,
author = {David Durfee and
John Peebles and
Richard Peng and
Anup B. Rao},
title = {Determinant-Preserving Sparsification of {SDDM} Matrices with Applications
to Counting and Sampling Spanning Trees},
journal = {CoRR},
volume = {abs/1705.00985},
year = {2017},
url = {http://arxiv.org/abs/1705.00985},
eprinttype = {arXiv},
eprint = {1705.00985},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DurfeePPR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04644,
author = {Branislav Kveton and
Csaba Szepesv{\'{a}}ri and
Anup Rao and
Zheng Wen and
Yasin Abbasi{-}Yadkori and
S. Muthukrishnan},
title = {Stochastic Low-Rank Bandits},
journal = {CoRR},
volume = {abs/1712.04644},
year = {2017},
url = {http://arxiv.org/abs/1712.04644},
eprinttype = {arXiv},
eprint = {1712.04644},
timestamp = {Mon, 10 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-04644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/LaiRV16,
author = {Kevin A. Lai and
Anup B. Rao and
Santosh S. Vempala},
editor = {Irit Dinur},
title = {Agnostic Estimation of Mean and Covariance},
booktitle = {{IEEE} 57th Annual Symposium on Foundations of Computer Science, {FOCS}
2016, 9-11 October 2016, Hyatt Regency, New Brunswick, New Jersey,
{USA}},
pages = {665--674},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/FOCS.2016.76},
doi = {10.1109/FOCS.2016.76},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/LaiRV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LaiRV16,
author = {Kevin A. Lai and
Anup B. Rao and
Santosh S. Vempala},
title = {Agnostic Estimation of Mean and Covariance},
journal = {CoRR},
volume = {abs/1604.06968},
year = {2016},
url = {http://arxiv.org/abs/1604.06968},
eprinttype = {arXiv},
eprint = {1604.06968},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LaiRV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CohenKPPRSV16,
author = {Michael B. Cohen and
Jonathan A. Kelner and
John Peebles and
Richard Peng and
Anup B. Rao and
Aaron Sidford and
Adrian Vladu},
title = {Almost-Linear-Time Algorithms for Markov Chains and New Spectral Primitives
for Directed Graphs},
journal = {CoRR},
volume = {abs/1611.00755},
year = {2016},
url = {http://arxiv.org/abs/1611.00755},
eprinttype = {arXiv},
eprint = {1611.00755},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CohenKPPRSV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DurfeeKPRS16,
author = {David Durfee and
Rasmus Kyng and
John Peebles and
Anup B. Rao and
Sushant Sachdeva},
title = {Sampling Random Spanning Trees Faster than Matrix Multiplication},
journal = {CoRR},
volume = {abs/1611.07451},
year = {2016},
url = {http://arxiv.org/abs/1611.07451},
eprinttype = {arXiv},
eprint = {1611.07451},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DurfeeKPRS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ChinRV15,
author = {Peter Chin and
Anup Rao and
Van Vu},
editor = {Peter Gr{\"{u}}nwald and
Elad Hazan and
Satyen Kale},
title = {Stochastic Block Model and Community Detection in Sparse Graphs: {A}
spectral algorithm with optimal rate of recovery},
booktitle = {Proceedings of The 28th Conference on Learning Theory, {COLT} 2015,
Paris, France, July 3-6, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {40},
pages = {391--423},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v40/Chin15.html},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/ChinRV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KyngRSS15,
author = {Rasmus Kyng and
Anup Rao and
Sushant Sachdeva and
Daniel A. Spielman},
editor = {Peter Gr{\"{u}}nwald and
Elad Hazan and
Satyen Kale},
title = {Algorithms for Lipschitz Learning on Graphs},
booktitle = {Proceedings of The 28th Conference on Learning Theory, {COLT} 2015,
Paris, France, July 3-6, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {40},
pages = {1190--1223},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v40/Kyng15.html},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/KyngRSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KyngRS15,
author = {Rasmus Kyng and
Anup Rao and
Sushant Sachdeva},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Fast, Provable Algorithms for Isotonic Regression in all L{\_}p-norms},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2719--2727},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/be53ee61104935234b174e62a07e53cf-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KyngRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChinRV15,
author = {Peter Chin and
Anup Rao and
Van Vu},
title = {Stochastic Block Model and Community Detection in the Sparse Graphs:
{A} spectral algorithm with optimal rate of recovery},
journal = {CoRR},
volume = {abs/1501.05021},
year = {2015},
url = {http://arxiv.org/abs/1501.05021},
eprinttype = {arXiv},
eprint = {1501.05021},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChinRV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KyngRSS15,
author = {Rasmus Kyng and
Anup Rao and
Sushant Sachdeva and
Daniel A. Spielman},
title = {Algorithms for Lipschitz Learning on Graphs},
journal = {CoRR},
volume = {abs/1505.00290},
year = {2015},
url = {http://arxiv.org/abs/1505.00290},
eprinttype = {arXiv},
eprint = {1505.00290},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KyngRSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KyngRS15,
author = {Rasmus Kyng and
Anup Rao and
Sushant Sachdeva},
title = {Fast, Provable Algorithms for Isotonic Regression in all {\(\mathscr{l}\)}\({}_{\mbox{p}}\)-norms},
journal = {CoRR},
volume = {abs/1507.00710},
year = {2015},
url = {http://arxiv.org/abs/1507.00710},
eprinttype = {arXiv},
eprint = {1507.00710},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KyngRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/CohenKMPPRX14,
author = {Michael B. Cohen and
Rasmus Kyng and
Gary L. Miller and
Jakub W. Pachocki and
Richard Peng and
Anup B. Rao and
Shen Chen Xu},
editor = {David B. Shmoys},
title = {Solving {SDD} linear systems in nearly \emph{m}log\({}^{\mbox{1/2}}\)\emph{n}
time},
booktitle = {Symposium on Theory of Computing, {STOC} 2014, New York, NY, USA,
May 31 - June 03, 2014},
pages = {343--352},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2591796.2591833},
doi = {10.1145/2591796.2591833},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/CohenKMPPRX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CohenKPPR14,
author = {Michael B. Cohen and
Rasmus Kyng and
Jakub W. Pachocki and
Richard Peng and
Anup B. Rao},
title = {Preconditioning in Expectation},
journal = {CoRR},
volume = {abs/1401.6236},
year = {2014},
url = {http://arxiv.org/abs/1401.6236},
eprinttype = {arXiv},
eprint = {1401.6236},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CohenKPPR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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