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ORCIDBibTeX records: Aditya Krishna Menon
@article{DBLP:journals/corr/abs-2403-04182,
author = {Michal Lukasik and
Harikrishna Narasimhan and
Aditya Krishna Menon and
Felix X. Yu and
Sanjiv Kumar},
title = {Metric-aware {LLM} inference},
journal = {CoRR},
volume = {abs/2403.04182},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04182},
doi = {10.48550/ARXIV.2403.04182},
eprinttype = {arXiv},
eprint = {2403.04182},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04182.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HarutyunyanRMKK23,
author = {Hrayr Harutyunyan and
Ankit Singh Rawat and
Aditya Krishna Menon and
Seungyeon Kim and
Sanjiv Kumar},
title = {Supervision Complexity and its Role in Knowledge Distillation},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=8jU7wy7N7mA},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HarutyunyanRMKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JitkrittumGMNRK23,
author = {Wittawat Jitkrittum and
Neha Gupta and
Aditya Krishna Menon and
Harikrishna Narasimhan and
Ankit Singh Rawat and
Sanjiv Kumar},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {When Does Confidence-Based Cascade Deferral Suffice?},
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/1f09e1ee5035a4c3fe38a5681cae5815-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JitkrittumGMNRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NagarajanMBMK23,
author = {Vaishnavh Nagarajan and
Aditya Krishna Menon and
Srinadh Bhojanapalli and
Hossein Mobahi and
Sanjiv Kumar},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {On student-teacher deviations in distillation: does it pay to disobey?},
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/12d286282e1be5431ea05262a21f415c-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NagarajanMBMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangLNLRZMK23,
author = {Zitong Yang and
Michal Lukasik and
Vaishnavh Nagarajan and
Zonglin Li and
Ankit Singh Rawat and
Manzil Zaheer and
Aditya Krishna Menon and
Sanjiv Kumar},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {ResMem: Learn what you can and memorize the rest},
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/bf0857cb9a41c73639f028a80301cdf0-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangLNLRZMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangNZHLM23,
author = {Serena Lutong Wang and
Harikrishna Narasimhan and
Yichen Zhou and
Sara Hooker and
Michal Lukasik and
Aditya Krishna Menon},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Robust distillation for worst-class performance: on the interplay
between teacher and student objectives},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2237--2247},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/wang23e.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/WangNZHLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12005,
author = {Seungyeon Kim and
Ankit Singh Rawat and
Manzil Zaheer and
Sadeep Jayasumana and
Veeranjaneyulu Sadhanala and
Wittawat Jitkrittum and
Aditya Krishna Menon and
Rob Fergus and
Sanjiv Kumar},
title = {EmbedDistill: {A} Geometric Knowledge Distillation for Information
Retrieval},
journal = {CoRR},
volume = {abs/2301.12005},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12005},
doi = {10.48550/ARXIV.2301.12005},
eprinttype = {arXiv},
eprint = {2301.12005},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12245,
author = {Hrayr Harutyunyan and
Ankit Singh Rawat and
Aditya Krishna Menon and
Seungyeon Kim and
Sanjiv Kumar},
title = {Supervision Complexity and its Role in Knowledge Distillation},
journal = {CoRR},
volume = {abs/2301.12245},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12245},
doi = {10.48550/ARXIV.2301.12245},
eprinttype = {arXiv},
eprint = {2301.12245},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12386,
author = {Harikrishna Narasimhan and
Aditya Krishna Menon and
Wittawat Jitkrittum and
Sanjiv Kumar},
title = {Learning to reject meets {OOD} detection: Are all abstentions created
equal?},
journal = {CoRR},
volume = {abs/2301.12386},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12386},
doi = {10.48550/ARXIV.2301.12386},
eprinttype = {arXiv},
eprint = {2301.12386},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12386.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12923,
author = {Vaishnavh Nagarajan and
Aditya Krishna Menon and
Srinadh Bhojanapalli and
Hossein Mobahi and
Sanjiv Kumar},
title = {On student-teacher deviations in distillation: does it pay to disobey?},
journal = {CoRR},
volume = {abs/2301.12923},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12923},
doi = {10.48550/ARXIV.2301.12923},
eprinttype = {arXiv},
eprint = {2301.12923},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01576,
author = {Zitong Yang and
Michal Lukasik and
Vaishnavh Nagarajan and
Zonglin Li and
Ankit Singh Rawat and
Manzil Zaheer and
Aditya Krishna Menon and
Sanjiv Kumar},
title = {ResMem: Learn what you can and memorize the rest},
journal = {CoRR},
volume = {abs/2302.01576},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01576},
doi = {10.48550/ARXIV.2302.01576},
eprinttype = {arXiv},
eprint = {2302.01576},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-02764,
author = {Wittawat Jitkrittum and
Neha Gupta and
Aditya Krishna Menon and
Harikrishna Narasimhan and
Ankit Singh Rawat and
Sanjiv Kumar},
title = {When Does Confidence-Based Cascade Deferral Suffice?},
journal = {CoRR},
volume = {abs/2307.02764},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.02764},
doi = {10.48550/ARXIV.2307.02764},
eprinttype = {arXiv},
eprint = {2307.02764},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-02764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11106,
author = {Ziteng Sun and
Ananda Theertha Suresh and
Aditya Krishna Menon},
title = {The importance of feature preprocessing for differentially private
linear optimization},
journal = {CoRR},
volume = {abs/2307.11106},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.11106},
doi = {10.48550/ARXIV.2307.11106},
eprinttype = {arXiv},
eprint = {2307.11106},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-11106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02226,
author = {Sachin Goyal and
Ziwei Ji and
Ankit Singh Rawat and
Aditya Krishna Menon and
Sanjiv Kumar and
Vaishnavh Nagarajan},
title = {Think before you speak: Training Language Models With Pause Tokens},
journal = {CoRR},
volume = {abs/2310.02226},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02226},
doi = {10.48550/ARXIV.2310.02226},
eprinttype = {arXiv},
eprint = {2310.02226},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02226.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05337,
author = {Michal Lukasik and
Vaishnavh Nagarajan and
Ankit Singh Rawat and
Aditya Krishna Menon and
Sanjiv Kumar},
title = {What do larger image classifiers memorise?},
journal = {CoRR},
volume = {abs/2310.05337},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05337},
doi = {10.48550/ARXIV.2310.05337},
eprinttype = {arXiv},
eprint = {2310.05337},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08461,
author = {Yongchao Zhou and
Kaifeng Lyu and
Ankit Singh Rawat and
Aditya Krishna Menon and
Afshin Rostamizadeh and
Sanjiv Kumar and
Jean{-}Fran{\c{c}}ois Kagy and
Rishabh Agarwal},
title = {DistillSpec: Improving Speculative Decoding via Knowledge Distillation},
journal = {CoRR},
volume = {abs/2310.08461},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08461},
doi = {10.48550/ARXIV.2310.08461},
eprinttype = {arXiv},
eprint = {2310.08461},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08461.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RizoiuSLCDMX22,
author = {Marian{-}Andrei Rizoiu and
Alexander Soen and
Shidi Li and
Pio Calderon and
Leanne Dong and
Aditya Krishna Menon and
Lexing Xie},
title = {Interval-censored Hawkes processes},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {338:1--338:84},
year = {2022},
url = {http://jmlr.org/papers/v23/21-0917.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RizoiuSLCDMX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LukasikBMK22,
author = {Michal Lukasik and
Srinadh Bhojanapalli and
Aditya Krishna Menon and
Sanjiv Kumar},
title = {Teacher's pet: understanding and mitigating biases in distillation},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=ph3AYXpwEb},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LukasikBMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MenonJRKRK22,
author = {Aditya Krishna Menon and
Sadeep Jayasumana and
Ankit Singh Rawat and
Seungyeon Kim and
Sashank J. Reddi and
Sanjiv Kumar},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {In defense of dual-encoders for neural ranking},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {15376--15400},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/menon22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/MenonJRKRK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NarasimhanJMRK22,
author = {Harikrishna Narasimhan and
Wittawat Jitkrittum and
Aditya Krishna Menon and
Ankit Singh Rawat and
Sanjiv Kumar},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Post-hoc estimators for learning to defer to an expert},
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/bc8f76d9caadd48f77025b1c889d2e2d-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NarasimhanJMRK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-13208,
author = {Wittawat Jitkrittum and
Aditya Krishna Menon and
Ankit Singh Rawat and
Sanjiv Kumar},
title = {{ELM:} Embedding and Logit Margins for Long-Tail Learning},
journal = {CoRR},
volume = {abs/2204.13208},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.13208},
doi = {10.48550/ARXIV.2204.13208},
eprinttype = {arXiv},
eprint = {2204.13208},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-13208.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-06479,
author = {Serena Lutong Wang and
Harikrishna Narasimhan and
Yichen Zhou and
Sara Hooker and
Michal Lukasik and
Aditya Krishna Menon},
title = {Robust Distillation for Worst-class Performance},
journal = {CoRR},
volume = {abs/2206.06479},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.06479},
doi = {10.48550/ARXIV.2206.06479},
eprinttype = {arXiv},
eprint = {2206.06479},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-06479.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-16413,
author = {Arslan Chaudhry and
Aditya Krishna Menon and
Andreas Veit and
Sadeep Jayasumana and
Srikumar Ramalingam and
Sanjiv Kumar},
title = {When does mixup promote local linearity in learned representations?},
journal = {CoRR},
volume = {abs/2210.16413},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.16413},
doi = {10.48550/ARXIV.2210.16413},
eprinttype = {arXiv},
eprint = {2210.16413},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-16413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ReddiPMRYKVK21,
author = {Sashank J. Reddi and
Rama Kumar Pasumarthi and
Aditya Krishna Menon and
Ankit Singh Rawat and
Felix X. Yu and
Seungyeon Kim and
Andreas Veit and
Sanjiv Kumar},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {RankDistil: Knowledge Distillation for Ranking},
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 = {2368--2376},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/reddi21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ReddiPMRYKVK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YaoYCYCMHCTKE21,
author = {Tiansheng Yao and
Xinyang Yi and
Derek Zhiyuan Cheng and
Felix X. Yu and
Ting Chen and
Aditya Krishna Menon and
Lichan Hong and
Ed H. Chi and
Steve Tjoa and
Jieqi (Jay) Kang and
Evan Ettinger},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Self-supervised Learning for Large-scale Item Recommendations},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {4321--4330},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3481952},
doi = {10.1145/3459637.3481952},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/YaoYCYCMHCTKE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MenonJRJVK21,
author = {Aditya Krishna Menon and
Sadeep Jayasumana and
Ankit Singh Rawat and
Himanshu Jain and
Andreas Veit and
Sanjiv Kumar},
title = {Long-tail learning via logit adjustment},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=37nvvqkCo5},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MenonJRJVK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MenonRK21,
author = {Aditya Krishna Menon and
Ankit Singh Rawat and
Sanjiv Kumar},
title = {Overparameterisation and worst-case generalisation: friend or foe?},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=jphnJNOwe36},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MenonRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangMVBKS21,
author = {Jingzhao Zhang and
Aditya Krishna Menon and
Andreas Veit and
Srinadh Bhojanapalli and
Sanjiv Kumar and
Suvrit Sra},
title = {Coping with Label Shift via Distributionally Robust Optimisation},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=BtZhsSGNRNi},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangMVBKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MenonRRKK21,
author = {Aditya Krishna Menon and
Ankit Singh Rawat and
Sashank J. Reddi and
Seungyeon Kim and
Sanjiv Kumar},
editor = {Marina Meila and
Tong Zhang},
title = {A statistical perspective on distillation},
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 = {7632--7642},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/menon21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MenonRRKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RawatMJJYRK21,
author = {Ankit Singh Rawat and
Aditya Krishna Menon and
Wittawat Jitkrittum and
Sadeep Jayasumana and
Felix X. Yu and
Sashank J. Reddi and
Sanjiv Kumar},
editor = {Marina Meila and
Tong Zhang},
title = {Disentangling Sampling and Labeling Bias for Learning in Large-output
Spaces},
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 = {8890--8901},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rawat21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RawatMJJYRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NarasimhanM21,
author = {Harikrishna Narasimhan and
Aditya Krishna Menon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Training Over-parameterized Models with Non-decomposable Objectives},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {18165--18181},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/9713faa264b94e2bf346a1bb52587fd8-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/NarasimhanM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03349,
author = {Srinadh Bhojanapalli and
Kimberly Wilber and
Andreas Veit and
Ankit Singh Rawat and
Seungyeon Kim and
Aditya Krishna Menon and
Sanjiv Kumar},
title = {On the Reproducibility of Neural Network Predictions},
journal = {CoRR},
volume = {abs/2102.03349},
year = {2021},
url = {https://arxiv.org/abs/2102.03349},
eprinttype = {arXiv},
eprint = {2102.03349},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-03349.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06849,
author = {Andrew Cotter and
Aditya Krishna Menon and
Harikrishna Narasimhan and
Ankit Singh Rawat and
Sashank J. Reddi and
Yichen Zhou},
title = {Distilling Double Descent},
journal = {CoRR},
volume = {abs/2102.06849},
year = {2021},
url = {https://arxiv.org/abs/2102.06849},
eprinttype = {arXiv},
eprint = {2102.06849},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-07932,
author = {Marian{-}Andrei Rizoiu and
Alexander Soen and
Shidi Li and
Leanne Dong and
Aditya Krishna Menon and
Lexing Xie},
title = {Interval-censored Hawkes processes},
journal = {CoRR},
volume = {abs/2104.07932},
year = {2021},
url = {https://arxiv.org/abs/2104.07932},
eprinttype = {arXiv},
eprint = {2104.07932},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-07932.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-05736,
author = {Ankit Singh Rawat and
Aditya Krishna Menon and
Wittawat Jitkrittum and
Sadeep Jayasumana and
Felix X. Yu and
Sashank J. Reddi and
Sanjiv Kumar},
title = {Disentangling Sampling and Labeling Bias for Learning in Large-Output
Spaces},
journal = {CoRR},
volume = {abs/2105.05736},
year = {2021},
url = {https://arxiv.org/abs/2105.05736},
eprinttype = {arXiv},
eprint = {2105.05736},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-05736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10494,
author = {Michal Lukasik and
Srinadh Bhojanapalli and
Aditya Krishna Menon and
Sanjiv Kumar},
title = {Teacher's pet: understanding and mitigating biases in distillation},
journal = {CoRR},
volume = {abs/2106.10494},
year = {2021},
url = {https://arxiv.org/abs/2106.10494},
eprinttype = {arXiv},
eprint = {2106.10494},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10494.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04641,
author = {Harikrishna Narasimhan and
Aditya Krishna Menon},
title = {Training Over-parameterized Models with Non-decomposable Objectives},
journal = {CoRR},
volume = {abs/2107.04641},
year = {2021},
url = {https://arxiv.org/abs/2107.04641},
eprinttype = {arXiv},
eprint = {2107.04641},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-04641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10305,
author = {Ankit Singh Rawat and
Manzil Zaheer and
Aditya Krishna Menon and
Amr Ahmed and
Sanjiv Kumar},
title = {When in Doubt, Summon the Titans: Efficient Inference with Large Models},
journal = {CoRR},
volume = {abs/2110.10305},
year = {2021},
url = {https://arxiv.org/abs/2110.10305},
eprinttype = {arXiv},
eprint = {2110.10305},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-10305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/BistaMMX20,
author = {Umanga Bista and
Alexander Patrick Mathews and
Aditya Krishna Menon and
Lexing Xie},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {SupMMD: {A} Sentence Importance Model for Extractive Summarisation
using Maximum Mean Discrepancy},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {4108--4122},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.367},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.367},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/BistaMMX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LukasikJMKBYK20,
author = {Michal Lukasik and
Himanshu Jain and
Aditya Krishna Menon and
Seungyeon Kim and
Srinadh Bhojanapalli and
Felix X. Yu and
Sanjiv Kumar},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Semantic Label Smoothing for Sequence to Sequence Problems},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {4992--4998},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.405},
doi = {10.18653/V1/2020.EMNLP-MAIN.405},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/LukasikJMKBYK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MenonRRK20,
author = {Aditya Krishna Menon and
Ankit Singh Rawat and
Sashank J. Reddi and
Sanjiv Kumar},
title = {Can gradient clipping mitigate label noise?},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=rklB76EKPr},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MenonRRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LukasikBMK20,
author = {Michal Lukasik and
Srinadh Bhojanapalli and
Aditya Krishna Menon and
Sanjiv Kumar},
title = {Does label smoothing mitigate label noise?},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6448--6458},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lukasik20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LukasikBMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NockM20,
author = {Richard Nock and
Aditya Krishna Menon},
title = {Supervised learning: no loss no cry},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7370--7380},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nock20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NockM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuRMK20,
author = {Felix X. Yu and
Ankit Singh Rawat and
Aditya Krishna Menon and
Sanjiv Kumar},
title = {Federated Learning with Only Positive Labels},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10946--10956},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/yu20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YuRMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001ZRMK20,
author = {Melanie Weber and
Manzil Zaheer and
Ankit Singh Rawat and
Aditya Krishna Menon and
Sanjiv Kumar},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Robust large-margin learning in hyperbolic space},
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/cec6f62cfb44b1be110b7bf70c8362d8-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001ZRMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03555,
author = {Richard Nock and
Aditya Krishna Menon},
title = {Supervised Learning: No Loss No Cry},
journal = {CoRR},
volume = {abs/2002.03555},
year = {2020},
url = {https://arxiv.org/abs/2002.03555},
eprinttype = {arXiv},
eprint = {2002.03555},
timestamp = {Wed, 12 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02819,
author = {Michal Lukasik and
Srinadh Bhojanapalli and
Aditya Krishna Menon and
Sanjiv Kumar},
title = {Does label smoothing mitigate label noise?},
journal = {CoRR},
volume = {abs/2003.02819},
year = {2020},
url = {https://arxiv.org/abs/2003.02819},
eprinttype = {arXiv},
eprint = {2003.02819},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-05465,
author = {Melanie Weber and
Manzil Zaheer and
Ankit Singh Rawat and
Aditya Krishna Menon and
Sanjiv Kumar},
title = {Robust Large-Margin Learning in Hyperbolic Space},
journal = {CoRR},
volume = {abs/2004.05465},
year = {2020},
url = {https://arxiv.org/abs/2004.05465},
eprinttype = {arXiv},
eprint = {2004.05465},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-05465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-10342,
author = {Felix X. Yu and
Ankit Singh Rawat and
Aditya Krishna Menon and
Sanjiv Kumar},
title = {Federated Learning with Only Positive Labels},
journal = {CoRR},
volume = {abs/2004.10342},
year = {2020},
url = {https://arxiv.org/abs/2004.10342},
eprinttype = {arXiv},
eprint = {2004.10342},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-10342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-10915,
author = {Ankit Singh Rawat and
Aditya Krishna Menon and
Andreas Veit and
Felix X. Yu and
Sashank J. Reddi and
Sanjiv Kumar},
title = {Doubly-stochastic mining for heterogeneous retrieval},
journal = {CoRR},
volume = {abs/2004.10915},
year = {2020},
url = {https://arxiv.org/abs/2004.10915},
eprinttype = {arXiv},
eprint = {2004.10915},
timestamp = {Wed, 29 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-10915.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-10419,
author = {Aditya Krishna Menon and
Ankit Singh Rawat and
Sashank J. Reddi and
Seungyeon Kim and
Sanjiv Kumar},
title = {Why distillation helps: a statistical perspective},
journal = {CoRR},
volume = {abs/2005.10419},
year = {2020},
url = {https://arxiv.org/abs/2005.10419},
eprinttype = {arXiv},
eprint = {2005.10419},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-10419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07314,
author = {Aditya Krishna Menon and
Sadeep Jayasumana and
Ankit Singh Rawat and
Himanshu Jain and
Andreas Veit and
Sanjiv Kumar},
title = {Long-tail learning via logit adjustment},
journal = {CoRR},
volume = {abs/2007.07314},
year = {2020},
url = {https://arxiv.org/abs/2007.07314},
eprinttype = {arXiv},
eprint = {2007.07314},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-12865,
author = {Tiansheng Yao and
Xinyang Yi and
Derek Zhiyuan Cheng and
Felix X. Yu and
Aditya Krishna Menon and
Lichan Hong and
Ed H. Chi and
Steve Tjoa and
Jieqi Kang and
Evan Ettinger},
title = {Self-supervised Learning for Deep Models in Recommendations},
journal = {CoRR},
volume = {abs/2007.12865},
year = {2020},
url = {https://arxiv.org/abs/2007.12865},
eprinttype = {arXiv},
eprint = {2007.12865},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-12865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02568,
author = {Umanga Bista and
Alexander Patrick Mathews and
Aditya Krishna Menon and
Lexing Xie},
title = {SupMMD: {A} Sentence Importance Model for Extractive Summarization
using Maximum Mean Discrepancy},
journal = {CoRR},
volume = {abs/2010.02568},
year = {2020},
url = {https://arxiv.org/abs/2010.02568},
eprinttype = {arXiv},
eprint = {2010.02568},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07447,
author = {Michal Lukasik and
Himanshu Jain and
Aditya Krishna Menon and
Seungyeon Kim and
Srinadh Bhojanapalli and
Felix X. Yu and
Sanjiv Kumar},
title = {Semantic Label Smoothing for Sequence to Sequence Problems},
journal = {CoRR},
volume = {abs/2010.07447},
year = {2020},
url = {https://arxiv.org/abs/2010.07447},
eprinttype = {arXiv},
eprint = {2010.07447},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-07447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12230,
author = {Jingzhao Zhang and
Aditya Krishna Menon and
Andreas Veit and
Srinadh Bhojanapalli and
Sanjiv Kumar and
Suvrit Sra},
title = {Coping with Label Shift via Distributionally Robust Optimisation},
journal = {CoRR},
volume = {abs/2010.12230},
year = {2020},
url = {https://arxiv.org/abs/2010.12230},
eprinttype = {arXiv},
eprint = {2010.12230},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Menon19,
author = {Aditya Krishna Menon},
title = {The risk of trivial solutions in bipartite top ranking},
journal = {Mach. Learn.},
volume = {108},
number = {4},
pages = {627--658},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5759-4},
doi = {10.1007/S10994-018-5759-4},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Menon19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BistaMSMX19,
author = {Umanga Bista and
Alexander Patrick Mathews and
Minjeong Shin and
Aditya Krishna Menon and
Lexing Xie},
title = {Comparative Document Summarisation via Classification},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {20--28},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.330120},
doi = {10.1609/AAAI.V33I01.330120},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BistaMSMX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LuNMS19,
author = {Nan Lu and
Gang Niu and
Aditya Krishna Menon and
Masashi Sugiyama},
title = {On the Minimal Supervision for Training Any Binary Classifier from
Only Unlabeled Data},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=B1xWcj0qYm},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LuNMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CrankoMNOSW19,
author = {Zac Cranko and
Aditya Krishna Menon and
Richard Nock and
Cheng Soon Ong and
Zhan Shi and
Christian J. Walder},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Monge blunts Bayes: Hardness Results for Adversarial Training},
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 = {1406--1415},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/cranko19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/CrankoMNOSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IshidaNMS19,
author = {Takashi Ishida and
Gang Niu and
Aditya Krishna Menon and
Masashi Sugiyama},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Complementary-Label Learning for Arbitrary Losses and Models},
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 = {2971--2980},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/ishida19a.html},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/IshidaNMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WilliamsonM19,
author = {Robert C. Williamson and
Aditya Krishna Menon},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Fairness risk measures},
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 = {6786--6797},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/williamson19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WilliamsonM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-06125,
author = {Dawei Chen and
Cheng Soon Ong and
Aditya Krishna Menon},
title = {Cold-start Playlist Recommendation with Multitask Learning},
journal = {CoRR},
volume = {abs/1901.06125},
year = {2019},
url = {http://arxiv.org/abs/1901.06125},
eprinttype = {arXiv},
eprint = {1901.06125},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-06125.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-08665,
author = {Robert C. Williamson and
Aditya Krishna Menon},
title = {Fairness risk measures},
journal = {CoRR},
volume = {abs/1901.08665},
year = {2019},
url = {http://arxiv.org/abs/1901.08665},
eprinttype = {arXiv},
eprint = {1901.08665},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-08665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-10837,
author = {Alexandre Louis Lamy and
Ziyuan Zhong and
Aditya Krishna Menon and
Nakul Verma},
title = {Noise-tolerant fair classification},
journal = {CoRR},
volume = {abs/1901.10837},
year = {2019},
url = {http://arxiv.org/abs/1901.10837},
eprinttype = {arXiv},
eprint = {1901.10837},
timestamp = {Sun, 03 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-10837.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09667,
author = {Aditya Krishna Menon and
Anand Rajagopalan and
Baris Sumengen and
Gui Citovsky and
Qin Cao and
Sanjiv Kumar},
title = {Online Hierarchical Clustering Approximations},
journal = {CoRR},
volume = {abs/1909.09667},
year = {2019},
url = {http://arxiv.org/abs/1909.09667},
eprinttype = {arXiv},
eprint = {1909.09667},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-09667.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MenonRN18,
author = {Aditya Krishna Menon and
Brendan van Rooyen and
Nagarajan Natarajan},
title = {Learning from binary labels with instance-dependent noise},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1561--1595},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5715-3},
doi = {10.1007/S10994-018-5715-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MenonRN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MenonL18,
author = {Aditya Krishna Menon and
Young Lee},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Proper Loss Functions for Nonlinear Hawkes Processes},
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 = {3804--3811},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11615},
doi = {10.1609/AAAI.V32I1.11615},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MenonL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/MenonW18,
author = {Aditya Krishna Menon and
Robert C. Williamson},
editor = {Sorelle A. Friedler and
Christo Wilson},
title = {The cost of fairness in binary classification},
booktitle = {Conference on Fairness, Accountability and Transparency, {FAT} 2018,
23-24 February 2018, New York, NY, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {81},
pages = {107--118},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v81/menon18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:20 +0200},
biburl = {https://dblp.org/rec/conf/fat/MenonW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06360,
author = {Raghavendra Chalapathy and
Aditya Krishna Menon and
Sanjay Chawla},
title = {Anomaly Detection using One-Class Neural Networks},
journal = {CoRR},
volume = {abs/1802.06360},
year = {2018},
url = {http://arxiv.org/abs/1802.06360},
eprinttype = {arXiv},
eprint = {1802.06360},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02977,
author = {Zac Cranko and
Aditya Krishna Menon and
Richard Nock and
Cheng Soon Ong and
Zhan Shi and
Christian J. Walder},
title = {Monge beats Bayes: Hardness Results for Adversarial Training},
journal = {CoRR},
volume = {abs/1806.02977},
year = {2018},
url = {http://arxiv.org/abs/1806.02977},
eprinttype = {arXiv},
eprint = {1806.02977},
timestamp = {Tue, 11 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-10585,
author = {Nan Lu and
Gang Niu and
Aditya Krishna Menon and
Masashi Sugiyama},
title = {On the Minimal Supervision for Training Any Binary Classifier from
Only Unlabeled Data},
journal = {CoRR},
volume = {abs/1808.10585},
year = {2018},
url = {http://arxiv.org/abs/1808.10585},
eprinttype = {arXiv},
eprint = {1808.10585},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-10585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-04327,
author = {Takashi Ishida and
Gang Niu and
Aditya Krishna Menon and
Masashi Sugiyama},
title = {Complementary-Label Learning for Arbitrary Losses and Models},
journal = {CoRR},
volume = {abs/1810.04327},
year = {2018},
url = {http://arxiv.org/abs/1810.04327},
eprinttype = {arXiv},
eprint = {1810.04327},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-04327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02171,
author = {Umanga Bista and
Alexander Patrick Mathews and
Minjeong Shin and
Aditya Krishna Menon and
Lexing Xie},
title = {Comparative Document Summarisation via Classification},
journal = {CoRR},
volume = {abs/1812.02171},
year = {2018},
url = {http://arxiv.org/abs/1812.02171},
eprinttype = {arXiv},
eprint = {1812.02171},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-02171.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerjpre/ChenOM18,
author = {Dawei Chen and
Cheng Soon Ong and
Aditya Krishna Menon},
title = {Cold-start playlist recommendation with multitask learning},
journal = {PeerJ Prepr.},
volume = {6},
pages = {e27383},
year = {2018},
url = {https://doi.org/10.7287/peerj.preprints.27383v2},
doi = {10.7287/PEERJ.PREPRINTS.27383V2},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/peerjpre/ChenOM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SedhainMSXB17,
author = {Suvash Sedhain and
Aditya Krishna Menon and
Scott Sanner and
Lexing Xie and
Darius Braziunas},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Low-Rank Linear Cold-Start Recommendation from Social Data},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {1502--1508},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10758},
doi = {10.1609/AAAI.V31I1.10758},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SedhainMSXB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MenonL17,
author = {Aditya Krishna Menon and
Young Lee},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Predicting Short-Term Public Transport Demand via Inhomogeneous Poisson
Processes},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {2207--2210},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3133058},
doi = {10.1145/3132847.3133058},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/MenonL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/PatriniRMNQ17,
author = {Giorgio Patrini and
Alessandro Rozza and
Aditya Krishna Menon and
Richard Nock and
Lizhen Qu},
title = {Making Deep Neural Networks Robust to Label Noise: {A} Loss Correction
Approach},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {2233--2241},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.240},
doi = {10.1109/CVPR.2017.240},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/PatriniRMNQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NockCMQW17,
author = {Richard Nock and
Zac Cranko and
Aditya Krishna Menon and
Lizhen Qu and
Robert C. Williamson},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {f-GANs in an Information Geometric Nutshell},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {456--464},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/2f2b265625d76a6704b08093c652fd79-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/NockCMQW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChalapathyMC17,
author = {Raghavendra Chalapathy and
Aditya Krishna Menon and
Sanjay Chawla},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Robust, Deep and Inductive Anomaly Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10534},
pages = {36--51},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71249-9\_3},
doi = {10.1007/978-3-319-71249-9\_3},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChalapathyMC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MenonCXO17,
author = {Aditya Krishna Menon and
Dawei Chen and
Lexing Xie and
Cheng Soon Ong},
editor = {Jie Yang and
Zhu Sun and
Alessandro Bozzon and
Jie Zhang and
Martha A. Larson},
title = {Revisiting revisits in trajectory recommendation},
booktitle = {Proceedings of International Workshop on Citizens for Recommender
Systems, CitRec@RecSys 2017, 31 August 2017, Como, Italy},
pages = {2:1--2:6},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3127325.3127326},
doi = {10.1145/3127325.3127326},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MenonCXO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ChenKXSMOAG17,
author = {Dawei Chen and
Dongwoo Kim and
Lexing Xie and
Minjeong Shin and
Aditya Krishna Menon and
Cheng Soon Ong and
Iman Avazpour and
John Grundy},
editor = {Paolo Cremonesi and
Francesco Ricci and
Shlomo Berkovsky and
Alexander Tuzhilin},
title = {PathRec: Visual Analysis of Travel Route Recommendations},
booktitle = {Proceedings of the Eleventh {ACM} Conference on Recommender Systems,
RecSys 2017, Como, Italy, August 27-31, 2017},
pages = {364--365},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3109859.3109983},
doi = {10.1145/3109859.3109983},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ChenKXSMOAG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChalapathyMC17,
author = {Raghavendra Chalapathy and
Aditya Krishna Menon and
Sanjay Chawla},
title = {Robust, Deep and Inductive Anomaly Detection},
journal = {CoRR},
volume = {abs/1704.06743},
year = {2017},
url = {http://arxiv.org/abs/1704.06743},
eprinttype = {arXiv},
eprint = {1704.06743},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChalapathyMC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MenonW17,
author = {Aditya Krishna Menon and
Robert C. Williamson},
title = {The cost of fairness in classification},
journal = {CoRR},
volume = {abs/1705.09055},
year = {2017},
url = {http://arxiv.org/abs/1705.09055},
eprinttype = {arXiv},
eprint = {1705.09055},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MenonW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenXMO17,
author = {Dawei Chen and
Lexing Xie and
Aditya Krishna Menon and
Cheng Soon Ong},
title = {Structured Recommendation},
journal = {CoRR},
volume = {abs/1706.09067},
year = {2017},
url = {http://arxiv.org/abs/1706.09067},
eprinttype = {arXiv},
eprint = {1706.09067},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ChenXMO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenKXSMOAG17,
author = {Dawei Chen and
Dongwoo Kim and
Lexing Xie and
Minjeong Shin and
Aditya Krishna Menon and
Cheng Soon Ong and
Iman Avazpour and
John Grundy},
title = {PathRec: Visual Analysis of Travel Route Recommendations},
journal = {CoRR},
volume = {abs/1707.01627},
year = {2017},
url = {http://arxiv.org/abs/1707.01627},
eprinttype = {arXiv},
eprint = {1707.01627},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ChenKXSMOAG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NockCMQW17,
author = {Richard Nock and
Zac Cranko and
Aditya Krishna Menon and
Lizhen Qu and
Robert C. Williamson},
title = {f-GANs in an Information Geometric Nutshell},
journal = {CoRR},
volume = {abs/1707.04385},
year = {2017},
url = {http://arxiv.org/abs/1707.04385},
eprinttype = {arXiv},
eprint = {1707.04385},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NockCMQW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-05165,
author = {Aditya Krishna Menon and
Dawei Chen and
Lexing Xie and
Cheng Soon Ong},
title = {Revisiting revisits in trajectory recommendation},
journal = {CoRR},
volume = {abs/1708.05165},
year = {2017},
url = {http://arxiv.org/abs/1708.05165},
eprinttype = {arXiv},
eprint = {1708.05165},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-05165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MenonW16,
author = {Aditya Krishna Menon and
Robert C. Williamson},
title = {Bipartite Ranking: a Risk-Theoretic Perspective},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {195:1--195:102},
year = {2016},
url = {http://jmlr.org/papers/v17/14-265.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MenonW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SedhainMSB16,
author = {Suvash Sedhain and
Aditya Krishna Menon and
Scott Sanner and
Darius Braziunas},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {On the Effectiveness of Linear Models for One-Class Collaborative
Filtering},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {229--235},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.9991},
doi = {10.1609/AAAI.V30I1.9991},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SedhainMSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MenonO16,
author = {Aditya Krishna Menon and
Cheng Soon Ong},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Linking losses for density ratio and class-probability estimation},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {304--313},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/menon16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/MenonO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SedhainBKVKMBS16,
author = {Suvash Sedhain and
Hung Bui and
Jaya Kawale and
Nikos Vlassis and
Branislav Kveton and
Aditya Krishna Menon and
Trung Bui and
Scott Sanner},
editor = {Subbarao Kambhampati},
title = {Practical Linear Models for Large-Scale One-Class Collaborative Filtering},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {3854--3860},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/542},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/SedhainBKVKMBS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NockMO16,
author = {Richard Nock and
Aditya Krishna Menon and
Cheng Soon Ong},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {A scaled Bregman theorem with applications},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {19--27},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/c9f0f895fb98ab9159f51fd0297e236d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NockMO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MenonRN16,
author = {Aditya Krishna Menon and
Brendan van Rooyen and
Nagarajan Natarajan},
title = {Learning from Binary Labels with Instance-Dependent Corruption},
journal = {CoRR},
volume = {abs/1605.00751},
year = {2016},
url = {http://arxiv.org/abs/1605.00751},
eprinttype = {arXiv},
eprint = {1605.00751},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MenonRN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NockMO16,
author = {Richard Nock and
Aditya Krishna Menon and
Cheng Soon Ong},
title = {A scaled Bregman theorem with applications},
journal = {CoRR},
volume = {abs/1607.00360},
year = {2016},
url = {http://arxiv.org/abs/1607.00360},
eprinttype = {arXiv},
eprint = {1607.00360},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NockMO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PatriniRMNQ16,
author = {Giorgio Patrini and
Alessandro Rozza and
Aditya Krishna Menon and
Richard Nock and
Lizhen Qu},
title = {Making Neural Networks Robust to Label Noise: a Loss Correction Approach},
journal = {CoRR},
volume = {abs/1609.03683},
year = {2016},
url = {http://arxiv.org/abs/1609.03683},
eprinttype = {arXiv},
eprint = {1609.03683},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PatriniRMNQ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MenonROW15,
author = {Aditya Krishna Menon and
Brendan van Rooyen and
Cheng Soon Ong and
Bob Williamson},
editor = {Francis R. Bach and
David M. Blei},
title = {Learning from Corrupted Binary Labels via Class-Probability Estimation},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {125--134},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/menon15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/MenonROW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RooyenMW15,
author = {Brendan van Rooyen and
Aditya Krishna Menon and
Robert C. Williamson},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Learning with Symmetric Label Noise: The Importance of Being Unhinged},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {10--18},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/45c48cce2e2d7fbdea1afc51c7c6ad26-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RooyenMW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MenonSC15,
author = {Aditya Krishna Menon and
Didi Surian and
Sanjay Chawla},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Cross-Modal Retrieval: {A} Pairwise Classification Approach},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {199--207},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.23},
doi = {10.1137/1.9781611974010.23},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MenonSC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SedhainMSX15,
author = {Suvash Sedhain and
Aditya Krishna Menon and
Scott Sanner and
Lexing Xie},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {AutoRec: Autoencoders Meet Collaborative Filtering},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {111--112},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2742726},
doi = {10.1145/2740908.2742726},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/SedhainMSX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RooyenMW15,
author = {Brendan van Rooyen and
Aditya Krishna Menon and
Robert C. Williamson},
title = {Learning with Symmetric Label Noise: The Importance of Being Unhinged},
journal = {CoRR},
volume = {abs/1505.07634},
year = {2015},
url = {http://arxiv.org/abs/1505.07634},
eprinttype = {arXiv},
eprint = {1505.07634},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RooyenMW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RooyenM15,
author = {Brendan van Rooyen and
Aditya Krishna Menon},
title = {An Average Classification Algorithm},
journal = {CoRR},
volume = {abs/1506.01520},
year = {2015},
url = {http://arxiv.org/abs/1506.01520},
eprinttype = {arXiv},
eprint = {1506.01520},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RooyenM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MenonJKVO14,
author = {Aditya Krishna Menon and
Xiaoqian Jiang and
Jihoon Kim and
Jaideep Vaidya and
Lucila Ohno{-}Machado},
title = {Detecting inappropriate access to electronic health records using
collaborative filtering},
journal = {Mach. Learn.},
volume = {95},
number = {1},
pages = {87--101},
year = {2014},
url = {https://doi.org/10.1007/s10994-013-5376-1},
doi = {10.1007/S10994-013-5376-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MenonJKVO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MenonW14,
author = {Aditya Krishna Menon and
Robert C. Williamson},
editor = {Maria{-}Florina Balcan and
Vitaly Feldman and
Csaba Szepesv{\'{a}}ri},
title = {Bayes-Optimal Scorers for Bipartite Ranking},
booktitle = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014,
Barcelona, Spain, June 13-15, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {35},
pages = {68--106},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v35/menon14.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/MenonW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Menon13,
author = {Aditya Krishna Menon},
title = {Latent feature models for dyadic prediction /},
school = {University of California, San Diego, {USA}},
year = {2013},
url = {http://www.escholarship.org/uc/item/4xw874p5},
timestamp = {Wed, 26 Apr 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Menon13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KumarVME13,
author = {Abhishek Kumar and
Shankar Vembu and
Aditya Krishna Menon and
Charles Elkan},
title = {Beam search algorithms for multilabel learning},
journal = {Mach. Learn.},
volume = {92},
number = {1},
pages = {65--89},
year = {2013},
url = {https://doi.org/10.1007/s10994-013-5371-6},
doi = {10.1007/S10994-013-5371-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KumarVME13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MenonTGLK13,
author = {Aditya Krishna Menon and
Omer Tamuz and
Sumit Gulwani and
Butler W. Lampson and
Adam Kalai},
title = {A Machine Learning Framework for Programming by Example},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {187--195},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/menon13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/MenonTGLK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MenonNAC13,
author = {Aditya Krishna Menon and
Harikrishna Narasimhan and
Shivani Agarwal and
Sanjay Chawla},
title = {On the Statistical Consistency of Algorithms for Binary Classification
under Class Imbalance},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {603--611},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/menon13a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MenonNAC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uist/YessenovTMMGLK13,
author = {Kuat Yessenov and
Shubham Tulsiani and
Aditya Krishna Menon and
Robert C. Miller and
Sumit Gulwani and
Butler W. Lampson and
Adam Kalai},
editor = {Shahram Izadi and
Aaron J. Quigley and
Ivan Poupyrev and
Takeo Igarashi},
title = {A colorful approach to text processing by example},
booktitle = {The 26th Annual {ACM} Symposium on User Interface Software and Technology,
UIST'13, St. Andrews, United Kingdom, October 8-11, 2013},
pages = {495--504},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2501988.2502040},
doi = {10.1145/2501988.2502040},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uist/YessenovTMMGLK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MenonJVEO12,
author = {Aditya Krishna Menon and
Xiaoqian Jiang and
Shankar Vembu and
Charles Elkan and
Lucila Ohno{-}Machado},
title = {Predicting accurate probabilities with a ranking loss},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/372.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MenonJVEO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KumarVME12,
author = {Abhishek Kumar and
Shankar Vembu and
Aditya Krishna Menon and
Charles Elkan},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {Learning and Inference in Probabilistic Classifier Chains with Beam
Search},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7523},
pages = {665--680},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33460-3\_48},
doi = {10.1007/978-3-642-33460-3\_48},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KumarVME12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4661,
author = {Aditya Krishna Menon and
Xiaoqian Jiang and
Shankar Vembu and
Charles Elkan and
Lucila Ohno{-}Machado},
title = {Predicting accurate probabilities with a ranking loss},
journal = {CoRR},
volume = {abs/1206.4661},
year = {2012},
url = {http://arxiv.org/abs/1206.4661},
eprinttype = {arXiv},
eprint = {1206.4661},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4661.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-3811,
author = {Aditya Krishna Menon and
Omer Tamuz and
Sumit Gulwani and
Butler W. Lampson and
Adam Tauman Kalai},
title = {Textual Features for Programming by Example},
journal = {CoRR},
volume = {abs/1209.3811},
year = {2012},
url = {http://arxiv.org/abs/1209.3811},
eprinttype = {arXiv},
eprint = {1209.3811},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-3811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MenonE11,
author = {Aditya Krishna Menon and
Charles Elkan},
title = {Fast Algorithms for Approximating the Singular Value Decomposition},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {5},
number = {2},
pages = {13:1--13:36},
year = {2011},
url = {https://doi.org/10.1145/1921632.1921639},
doi = {10.1145/1921632.1921639},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/MenonE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MenonCGAK11,
author = {Aditya Krishna Menon and
Krishna Prasad Chitrapura and
Sachin Garg and
Deepak Agarwal and
Nagaraj Kota},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Response prediction using collaborative filtering with hierarchies
and side-information},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {141--149},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020436},
doi = {10.1145/2020408.2020436},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MenonCGAK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MenonE11,
author = {Aditya Krishna Menon and
Charles Elkan},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Link Prediction via Matrix Factorization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {437--452},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_28},
doi = {10.1007/978-3-642-23783-6\_28},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MenonE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MenonE10,
author = {Aditya Krishna Menon and
Charles Elkan},
title = {Predicting labels for dyadic data},
journal = {Data Min. Knowl. Discov.},
volume = {21},
number = {2},
pages = {327--343},
year = {2010},
url = {https://doi.org/10.1007/s10618-010-0189-3},
doi = {10.1007/S10618-010-0189-3},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/MenonE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MenonE10,
author = {Aditya Krishna Menon and
Charles Elkan},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {A Log-Linear Model with Latent Features for Dyadic Prediction},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {364--373},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.148},
doi = {10.1109/ICDM.2010.148},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MenonE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1006-2156,
author = {Aditya Krishna Menon and
Charles Elkan},
title = {Dyadic Prediction Using a Latent Feature Log-Linear Model},
journal = {CoRR},
volume = {abs/1006.2156},
year = {2010},
url = {http://arxiv.org/abs/1006.2156},
eprinttype = {arXiv},
eprint = {1006.2156},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-2156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MenonPCV07,
author = {Aditya Krishna Menon and
Gia Vinh Anh Pham and
Sanjay Chawla and
Anastasios Viglas},
title = {An incremental data-stream sketch using sparse random projections},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {563--568},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.62},
doi = {10.1137/1.9781611972771.62},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MenonPCV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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