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ORCIDBibTeX records: Puoya Tabaghi
@inproceedings{DBLP:conf/aaai/ChenT024,
author = {Samantha Chen and
Puoya Tabaghi and
Yusu Wang},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Learning Ultrametric Trees for Optimal Transport Regression},
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 = {20657--20665},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i18.30052},
doi = {10.1609/AAAI.V38I18.30052},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenT024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/PanCTPM23,
author = {Chao Pan and
Eli Chien and
Puoya Tabaghi and
Jianhao Peng and
Olgica Milenkovic},
title = {Provably accurate and scalable linear classifiers in hyperbolic spaces},
journal = {Knowl. Inf. Syst.},
volume = {65},
number = {4},
pages = {1817--1850},
year = {2023},
url = {https://doi.org/10.1007/s10115-022-01820-3},
doi = {10.1007/S10115-022-01820-3},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/PanCTPM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-02750,
author = {Puoya Tabaghi and
Michael Khanzadeh and
Yusu Wang and
Siavash Mirarab},
title = {Principal Component Analysis in Space Forms},
journal = {CoRR},
volume = {abs/2301.02750},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.02750},
doi = {10.48550/ARXIV.2301.02750},
eprinttype = {arXiv},
eprint = {2301.02750},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-02750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13829,
author = {Puoya Tabaghi and
Yusu Wang},
title = {Universal Representation of Permutation-Invariant Functions on Vectors
and Tensors},
journal = {CoRR},
volume = {abs/2310.13829},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13829},
doi = {10.48550/ARXIV.2310.13829},
eprinttype = {arXiv},
eprint = {2310.13829},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChienTM22,
author = {Eli Chien and
Puoya Tabaghi and
Olgica Milenkovic},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {HyperAid: Denoising in Hyperbolic Spaces for Tree-fitting and Hierarchical
Clustering},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {201--211},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539378},
doi = {10.1145/3534678.3539378},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChienTM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recombcg/JiangTM22,
author = {Yueyu Jiang and
Puoya Tabaghi and
Siavash Mirarab},
editor = {Lingling Jin and
Dannie Durand},
title = {Phylogenetic Placement Problem: {A} Hyperbolic Embedding Approach},
booktitle = {Comparative Genomics - 19th International Conference, {RECOMB-CG}
2022, La Jolla, CA, USA, May 20-21, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13234},
pages = {68--85},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-06220-9\_5},
doi = {10.1007/978-3-031-06220-9\_5},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recombcg/JiangTM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-03730,
author = {Chao Pan and
Eli Chien and
Puoya Tabaghi and
Jianhao Peng and
Olgica Milenkovic},
title = {Provably Accurate and Scalable Linear Classifiers in Hyperbolic Spaces},
journal = {CoRR},
volume = {abs/2203.03730},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.03730},
doi = {10.48550/ARXIV.2203.03730},
eprinttype = {arXiv},
eprint = {2203.03730},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-03730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09721,
author = {Eli Chien and
Puoya Tabaghi and
Olgica Milenkovic},
title = {HyperAid: Denoising in hyperbolic spaces for tree-fitting and hierarchical
clustering},
journal = {CoRR},
volume = {abs/2205.09721},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09721},
doi = {10.48550/ARXIV.2205.09721},
eprinttype = {arXiv},
eprint = {2205.09721},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09721.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12288,
author = {Samantha Chen and
Puoya Tabaghi and
Yusu Wang},
title = {Learning Ultrametric Trees for Optimal Transport Regression},
journal = {CoRR},
volume = {abs/2210.12288},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12288},
doi = {10.48550/ARXIV.2210.12288},
eprinttype = {arXiv},
eprint = {2210.12288},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/TabaghiD21,
author = {Puoya Tabaghi and
Ivan Dokmanic},
title = {On Procrustes Analysis in Hyperbolic Space},
journal = {{IEEE} Signal Process. Lett.},
volume = {28},
pages = {1120--1124},
year = {2021},
url = {https://doi.org/10.1109/LSP.2021.3081379},
doi = {10.1109/LSP.2021.3081379},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/TabaghiD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChienPTM21,
author = {Eli Chien and
Chao Pan and
Puoya Tabaghi and
Olgica Milenkovic},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Highly Scalable and Provably Accurate Classification in Poincar{\'{e}}
Balls},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {61--70},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00016},
doi = {10.1109/ICDM51629.2021.00016},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChienPTM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-10204,
author = {Puoya Tabaghi and
Eli Chien and
Chao Pan and
Olgica Milenkovic},
title = {Linear Classifiers in Mixed Constant Curvature Spaces},
journal = {CoRR},
volume = {abs/2102.10204},
year = {2021},
url = {https://arxiv.org/abs/2102.10204},
eprinttype = {arXiv},
eprint = {2102.10204},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-10204.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-03781,
author = {Eli Chien and
Chao Pan and
Puoya Tabaghi and
Olgica Milenkovic},
title = {Highly Scalable and Provably Accurate Classification in Poincare Balls},
journal = {CoRR},
volume = {abs/2109.03781},
year = {2021},
url = {https://arxiv.org/abs/2109.03781},
eprinttype = {arXiv},
eprint = {2109.03781},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-03781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TabaghiDV20,
author = {Puoya Tabaghi and
Ivan Dokmanic and
Martin Vetterli},
title = {Kinetic Euclidean Distance Matrices},
journal = {{IEEE} Trans. Signal Process.},
volume = {68},
pages = {452--465},
year = {2020},
url = {https://doi.org/10.1109/TSP.2019.2959260},
doi = {10.1109/TSP.2019.2959260},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/TabaghiDV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TabaghiD20,
author = {Puoya Tabaghi and
Ivan Dokmanic},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Hyperbolic Distance Matrices},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {1728--1738},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403224},
doi = {10.1145/3394486.3403224},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TabaghiD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-08672,
author = {Puoya Tabaghi and
Ivan Dokmanic},
title = {Hyperbolic Distance Matrices},
journal = {CoRR},
volume = {abs/2005.08672},
year = {2020},
url = {https://arxiv.org/abs/2005.08672},
eprinttype = {arXiv},
eprint = {2005.08672},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-08672.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09858,
author = {Puoya Tabaghi and
Ivan Dokmanic},
title = {Geometry of Comparisons},
journal = {CoRR},
volume = {abs/2006.09858},
year = {2020},
url = {https://arxiv.org/abs/2006.09858},
eprinttype = {arXiv},
eprint = {2006.09858},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-09858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TabaghiDV19,
author = {Puoya Tabaghi and
Ivan Dokmanic and
Martin Vetterli},
title = {On the Move: Localization with Kinetic Euclidean Distance Matrices},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {4893--4897},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682653},
doi = {10.1109/ICASSP.2019.8682653},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/TabaghiDV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-10076,
author = {Puoya Tabaghi and
Maarten V. de Hoop and
Ivan Dokmanic},
title = {Learning Schatten-Von Neumann Operators},
journal = {CoRR},
volume = {abs/1901.10076},
year = {2019},
url = {http://arxiv.org/abs/1901.10076},
eprinttype = {arXiv},
eprint = {1901.10076},
timestamp = {Sun, 03 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-10076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TabaghiA15,
author = {Puoya Tabaghi and
Mahmood R. Azimi{-}Sadjadi},
title = {Class-preserving manifold learning for detection and classification},
booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
Killarney, Ireland, July 12-17, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IJCNN.2015.7280821},
doi = {10.1109/IJCNN.2015.7280821},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/TabaghiA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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