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ORCIDBibTeX records: Anima Anandkumar
@article{DBLP:journals/fcomp/KocielnikLKSMLTKNSDCAA24,
author = {Rafal Kocielnik and
Zhuofang Li and
Claudia Kann and
Deshawn Sambrano and
Jacob Morrier and
Mitchell Linegar and
Carly Taylor and
Min Kim and
Nabiha Naqvie and
Feri Soltani and
Arman Dehpanah and
Grant Cahill and
Animashree Anandkumar and
R. Michael Alvarez},
title = {Challenges in moderating disruptive player behavior in online competitive
action games},
journal = {Frontiers Comput. Sci.},
volume = {6},
year = {2024},
url = {https://doi.org/10.3389/fcomp.2024.1283735},
doi = {10.3389/FCOMP.2024.1283735},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fcomp/KocielnikLKSMLTKNSDCAA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijrr/ShenJCSGAZ24,
author = {Bokui Shen and
Zhenyu Jiang and
Christopher Bongsoo Choy and
Silvio Savarese and
Leonidas J. Guibas and
Anima Anandkumar and
Yuke Zhu},
title = {Action-conditional implicit visual dynamics for deformable object
manipulation},
journal = {Int. J. Robotics Res.},
volume = {43},
number = {4},
pages = {437--455},
year = {2024},
url = {https://doi.org/10.1177/02783649231191222},
doi = {10.1177/02783649231191222},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijrr/ShenJCSGAZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/QiaoNVMA24,
author = {Zhuoran Qiao and
Weili Nie and
Arash Vahdat and
Thomas F. Miller III and
Animashree Anandkumar},
title = {State-specific protein-ligand complex structure prediction with a
multiscale deep generative model},
journal = {Nat. Mac. Intell.},
volume = {6},
number = {2},
pages = {195--208},
year = {2024},
url = {https://doi.org/10.1038/s42256-024-00792-z},
doi = {10.1038/S42256-024-00792-Z},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/QiaoNVMA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiuFJYXA24,
author = {Shikun Liu and
Linxi Fan and
Edward Johns and
Zhiding Yu and
Chaowei Xiao and
Anima Anandkumar},
title = {Prismer: {A} Vision-Language Model with Multi-Task Experts},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=R7H43YD6Lo},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiuFJYXA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WangX0MXZFA24,
author = {Guanzhi Wang and
Yuqi Xie and
Yunfan Jiang and
Ajay Mandlekar and
Chaowei Xiao and
Yuke Zhu and
Linxi Fan and
Anima Anandkumar},
title = {Voyager: An Open-Ended Embodied Agent with Large Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ehfRiF0R3a},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WangX0MXZFA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhengNVA24,
author = {Hongkai Zheng and
Weili Nie and
Arash Vahdat and
Anima Anandkumar},
title = {Fast Training of Diffusion Models with Masked Transformers},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=vTBjBtGioE},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhengNVA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/IshfaqL0MPAA24,
author = {Haque Ishfaq and
Qingfeng Lan and
Pan Xu and
A. Rupam Mahmood and
Doina Precup and
Anima Anandkumar and
Kamyar Azizzadenesheli},
title = {Provable and Practical: Efficient Exploration in Reinforcement Learning
via Langevin Monte Carlo},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=nfIAEJFiBZ},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/IshfaqL0MPAA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MaLWHBJZFA24,
author = {Yecheng Jason Ma and
William Liang and
Guanzhi Wang and
De{-}An Huang and
Osbert Bastani and
Dinesh Jayaraman and
Yuke Zhu and
Linxi Fan and
Anima Anandkumar},
title = {Eureka: Human-Level Reward Design via Coding Large Language Models},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=IEduRUO55F},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MaLWHBJZFA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TuWKBPAA24,
author = {Renbo Tu and
Colin White and
Jean Kossaifi and
Boris Bonev and
Gennady Pekhimenko and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {Guaranteed Approximation Bounds for Mixed-Precision Neural Operators},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=QJGj07PD9C},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TuWKBPAA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YuNHLSA24,
author = {Sihyun Yu and
Weili Nie and
De{-}An Huang and
Boyi Li and
Jinwoo Shin and
Anima Anandkumar},
title = {Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=dQVtTdsvZH},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YuNHLSA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HaoSLBY0AS024,
author = {Zhongkai Hao and
Chang Su and
Songming Liu and
Julius Berner and
Chengyang Ying and
Hang Su and
Anima Anandkumar and
Jian Song and
Jun Zhu},
title = {{DPOT:} Auto-Regressive Denoising Operator Transformer for Large-Scale
{PDE} Pre-Training},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=X7UnDevHOM},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/HaoSLBY0AS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Liu-SchiaffiniB24,
author = {Miguel Liu{-}Schiaffini and
Julius Berner and
Boris Bonev and
Thorsten Kurth and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {Neural Operators with Localized Integral and Differential Kernels},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=vl9GB3fbht},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Liu-SchiaffiniB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MurphyYSLAS24,
author = {Logan Murphy and
Kaiyu Yang and
Jialiang Sun and
Zhaoyu Li and
Anima Anandkumar and
Xujie Si},
title = {Autoformalizing Euclidean Geometry},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=bylZbZOsGA},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MurphyYSLAS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NamBA24,
author = {Hong Chul Nam and
Julius Berner and
Anima Anandkumar},
title = {Solving Poisson Equations using Neural Walk-on-Spheres},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=dQveBV9lZl},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NamBA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuHLKRALEA24,
author = {Minkai Xu and
Jiaqi Han and
Aaron Lou and
Jean Kossaifi and
Arvind Ramanathan and
Kamyar Azizzadenesheli and
Jure Leskovec and
Stefano Ermon and
Anima Anandkumar},
title = {Equivariant Graph Neural Operator for Modeling 3D Dynamics},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=dccRCYmL5x},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XuHLKRALEA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zhao0CWAT24,
author = {Jiawei Zhao and
Zhenyu Zhang and
Beidi Chen and
Zhangyang Wang and
Anima Anandkumar and
Yuandong Tian},
title = {GaLore: Memory-Efficient {LLM} Training by Gradient Low-Rank Projection},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=hYHsrKDiX7},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Zhao0CWAT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivs/WangYLXCA024,
author = {Renhao Wang and
Zhiding Yu and
Shiyi Lan and
Enze Xie and
Ke Chen and
Anima Anandkumar and
Jos{\'{e}} M. {\'{A}}lvarez},
title = {{SF3D:} SlowFast Temporal 3D Object Detection},
booktitle = {{IEEE} Intelligent Vehicles Symposium, {IV} 2024, Jeju Island, Republic
of Korea, June 2-5, 2024},
pages = {1280--1285},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IV55156.2024.10588449},
doi = {10.1109/IV55156.2024.10588449},
timestamp = {Wed, 31 Jul 2024 16:00:27 +0200},
biburl = {https://dblp.org/rec/conf/ivs/WangYLXCA024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/LuoZYDHYX0A24,
author = {Zelun Luo and
Yuliang Zou and
Yijin Yang and
Zane Durante and
De{-}An Huang and
Zhiding Yu and
Chaowei Xiao and
Li Fei{-}Fei and
Animashree Anandkumar},
title = {Differentially Private Video Activity Recognition},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {6643--6653},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00652},
doi = {10.1109/WACV57701.2024.00652},
timestamp = {Wed, 17 Apr 2024 07:41:22 +0200},
biburl = {https://dblp.org/rec/conf/wacv/LuoZYDHYX0A24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-03844,
author = {Bingyin Zhao and
Zhiding Yu and
Shiyi Lan and
Yutao Cheng and
Anima Anandkumar and
Yingjie Lao and
Jos{\'{e}} M. {\'{A}}lvarez},
title = {Fully Attentional Networks with Self-emerging Token Labeling},
journal = {CoRR},
volume = {abs/2401.03844},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.03844},
doi = {10.48550/ARXIV.2401.03844},
eprinttype = {arXiv},
eprint = {2401.03844},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-03844.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-11037,
author = {Minkai Xu and
Jiaqi Han and
Aaron Lou and
Jean Kossaifi and
Arvind Ramanathan and
Kamyar Azizzadenesheli and
Jure Leskovec and
Stefano Ermon and
Anima Anandkumar},
title = {Equivariant Graph Neural Operator for Modeling 3D Dynamics},
journal = {CoRR},
volume = {abs/2401.11037},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.11037},
doi = {10.48550/ARXIV.2401.11037},
eprinttype = {arXiv},
eprint = {2401.11037},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-11037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-15122,
author = {Shengchao Liu and
Weitao Du and
Yanjing Li and
Zhuoxinran Li and
Vignesh C. Bhethanabotla and
Nakul Rampal and
Omar Yaghi and
Christian Borgs and
Anima Anandkumar and
Hongyu Guo and
Jennifer T. Chayes},
title = {A Multi-Grained Symmetric Differential Equation Model for Learning
Protein-Ligand Binding Dynamics},
journal = {CoRR},
volume = {abs/2401.15122},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.15122},
doi = {10.48550/ARXIV.2401.15122},
eprinttype = {arXiv},
eprint = {2401.15122},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-15122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01960,
author = {Ziqi Ma and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {Calibrated Uncertainty Quantification for Operator Learning via Conformal
Prediction},
journal = {CoRR},
volume = {abs/2402.01960},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01960},
doi = {10.48550/ARXIV.2402.01960},
eprinttype = {arXiv},
eprint = {2402.01960},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11764,
author = {Pengrui Han and
Rafal Kocielnik and
Adhithya Prakash Saravanan and
Roy Jiang and
Or Sharir and
Anima Anandkumar},
title = {ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing
of LLMs},
journal = {CoRR},
volume = {abs/2402.11764},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11764},
doi = {10.48550/ARXIV.2402.11764},
eprinttype = {arXiv},
eprint = {2402.11764},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14167,
author = {Zizheng Pan and
Bohan Zhuang and
De{-}An Huang and
Weili Nie and
Zhiding Yu and
Chaowei Xiao and
Jianfei Cai and
Anima Anandkumar},
title = {T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with
Trajectory Stitching},
journal = {CoRR},
volume = {abs/2402.14167},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14167},
doi = {10.48550/ARXIV.2402.14167},
eprinttype = {arXiv},
eprint = {2402.14167},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16845,
author = {Miguel Liu{-}Schiaffini and
Julius Berner and
Boris Bonev and
Thorsten Kurth and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {Neural Operators with Localized Integral and Differential Kernels},
journal = {CoRR},
volume = {abs/2402.16845},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16845},
doi = {10.48550/ARXIV.2402.16845},
eprinttype = {arXiv},
eprint = {2402.16845},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03507,
author = {Jiawei Zhao and
Zhenyu Zhang and
Beidi Chen and
Zhangyang Wang and
Anima Anandkumar and
Yuandong Tian},
title = {GaLore: Memory-Efficient {LLM} Training by Gradient Low-Rank Projection},
journal = {CoRR},
volume = {abs/2403.03507},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03507},
doi = {10.48550/ARXIV.2403.03507},
eprinttype = {arXiv},
eprint = {2403.03507},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03542,
author = {Zhongkai Hao and
Chang Su and
Songming Liu and
Julius Berner and
Chengyang Ying and
Hang Su and
Anima Anandkumar and
Jian Song and
Jun Zhu},
title = {{DPOT:} Auto-Regressive Denoising Operator Transformer for Large-Scale
{PDE} Pre-Training},
journal = {CoRR},
volume = {abs/2403.03542},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03542},
doi = {10.48550/ARXIV.2403.03542},
eprinttype = {arXiv},
eprint = {2403.03542},
timestamp = {Fri, 26 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-09230,
author = {Zetong Yang and
Zhiding Yu and
Christopher B. Choy and
Renhao Wang and
Anima Anandkumar and
Jos{\'{e}} M. {\'{A}}lvarez},
title = {Improving Distant 3D Object Detection Using 2D Box Supervision},
journal = {CoRR},
volume = {abs/2403.09230},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.09230},
doi = {10.48550/ARXIV.2403.09230},
eprinttype = {arXiv},
eprint = {2403.09230},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-09230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-12553,
author = {Md Ashiqur Rahman and
Robert Joseph George and
Mogab Elleithy and
Daniel V. Leibovici and
Zongyi Li and
Boris Bonev and
Colin White and
Julius Berner and
Raymond A. Yeh and
Jean Kossaifi and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {Pretraining Codomain Attention Neural Operators for Solving Multiphysics
PDEs},
journal = {CoRR},
volume = {abs/2403.12553},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.12553},
doi = {10.48550/ARXIV.2403.12553},
eprinttype = {arXiv},
eprint = {2403.12553},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-12553.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14148,
author = {Sihyun Yu and
Weili Nie and
De{-}An Huang and
Boyi Li and
Jinwoo Shin and
Anima Anandkumar},
title = {Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition},
journal = {CoRR},
volume = {abs/2403.14148},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14148},
doi = {10.48550/ARXIV.2403.14148},
eprinttype = {arXiv},
eprint = {2403.14148},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14148.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-01990,
author = {Shuaiyi Huang and
De{-}An Huang and
Zhiding Yu and
Shiyi Lan and
Subhashree Radhakrishnan and
Jos{\'{e}} M. {\'{A}}lvarez and
Abhinav Shrivastava and
Anima Anandkumar},
title = {What is Point Supervision Worth in Video Instance Segmentation?},
journal = {CoRR},
volume = {abs/2404.01990},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.01990},
doi = {10.48550/ARXIV.2404.01990},
eprinttype = {arXiv},
eprint = {2404.01990},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-01990.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-12534,
author = {Peiyang Song and
Kaiyu Yang and
Anima Anandkumar},
title = {Towards Large Language Models as Copilots for Theorem Proving in Lean},
journal = {CoRR},
volume = {abs/2404.12534},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.12534},
doi = {10.48550/ARXIV.2404.12534},
eprinttype = {arXiv},
eprint = {2404.12534},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-12534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-17216,
author = {Logan Murphy and
Kaiyu Yang and
Jialiang Sun and
Zhaoyu Li and
Anima Anandkumar and
Xujie Si},
title = {Autoformalizing Euclidean Geometry},
journal = {CoRR},
volume = {abs/2405.17216},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.17216},
doi = {10.48550/ARXIV.2405.17216},
eprinttype = {arXiv},
eprint = {2405.17216},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-17216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-03494,
author = {Hong Chul Nam and
Julius Berner and
Anima Anandkumar},
title = {Solving Poisson Equations using Neural Walk-on-Spheres},
journal = {CoRR},
volume = {abs/2406.03494},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.03494},
doi = {10.48550/ARXIV.2406.03494},
eprinttype = {arXiv},
eprint = {2406.03494},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-03494.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-13301,
author = {Shuaiyi Huang and
Mara Levy and
Zhenyu Jiang and
Anima Anandkumar and
Yuke Zhu and
Linxi Fan and
De{-}An Huang and
Abhinav Shrivastava},
title = {ARDuP: Active Region Video Diffusion for Universal Policies},
journal = {CoRR},
volume = {abs/2406.13301},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.13301},
doi = {10.48550/ARXIV.2406.13301},
eprinttype = {arXiv},
eprint = {2406.13301},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-13301.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-01521,
author = {Bingliang Zhang and
Wenda Chu and
Julius Berner and
Chenlin Meng and
Anima Anandkumar and
Yang Song},
title = {Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing},
journal = {CoRR},
volume = {abs/2407.01521},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.01521},
doi = {10.48550/ARXIV.2407.01521},
eprinttype = {arXiv},
eprint = {2407.01521},
timestamp = {Fri, 09 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-01521.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-07873,
author = {Jingtong Sun and
Julius Berner and
Lorenz Richter and
Marius Zeinhofer and
Johannes M{\"{u}}ller and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {Dynamical Measure Transport and Neural {PDE} Solvers for Sampling},
journal = {CoRR},
volume = {abs/2407.07873},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.07873},
doi = {10.48550/ARXIV.2407.07873},
eprinttype = {arXiv},
eprint = {2407.07873},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-07873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-15892,
author = {Cheng Luo and
Jiawei Zhao and
Zhuoming Chen and
Beidi Chen and
Anima Anandkumar},
title = {{MINI-SEQUENCE} {TRANSFORMER:} Optimizing Intermediate Memory for
Long Sequences Training},
journal = {CoRR},
volume = {abs/2407.15892},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.15892},
doi = {10.48550/ARXIV.2407.15892},
eprinttype = {arXiv},
eprint = {2407.15892},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-15892.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-05177,
author = {Chuwei Wang and
Julius Berner and
Zongyi Li and
Di Zhou and
Jiayun Wang and
Jane Bae and
Anima Anandkumar},
title = {Beyond Closure Models: Learning Chaotic-Systems via Physics-Informed
Neural Operators},
journal = {CoRR},
volume = {abs/2408.05177},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.05177},
doi = {10.48550/ARXIV.2408.05177},
eprinttype = {arXiv},
eprint = {2408.05177},
timestamp = {Tue, 17 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-05177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/HungBSHNA23,
author = {Andrew J. Hung and
Richard Bao and
Idris O. Sunmola and
De{-}An Huang and
Jessica H. Nguyen and
Anima Anandkumar},
title = {Capturing fine-grained details for video-based automation of suturing
skills assessment},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {18},
number = {3},
pages = {545--552},
year = {2023},
url = {https://doi.org/10.1007/s11548-022-02778-x},
doi = {10.1007/S11548-022-02778-X},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cars/HungBSHNA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhpca/DommerCKRWAROMB23,
author = {Abigail C. Dommer and
Lorenzo Casalino and
Fiona L. Kearns and
Mia Rosenfeld and
Nicholas Wauer and
Surl{-}Hee Ahn and
John Russo and
A. Sofia F. Oliveira and
Clare Morris and
Anthony T. Bogetti and
Anda Trifan and
Alexander Brace and
Terra Sztain and
Austin Clyde and
Heng Ma and
S. Chakra Chennubhotla and
Hyungro Lee and
Matteo Turilli and
Syma Khalid and
Teresa Tamayo{-}Mendoza and
Matthew Welborn and
Anders S. Christensen and
Daniel G. A. Smith and
Zhuoran Qiao and
Sai K. Sirumalla and
Michael O'Connor and
Frederick R. Manby and
Anima Anandkumar and
David J. Hardy and
James C. Phillips and
Abraham C. Stern and
Josh Romero and
David Clark and
Mitchell Dorrell and
Tom Maiden and
Lei Huang and
John D. McCalpin and
Christopher J. Woods and
Alan Gray and
Matt Williams and
Bryan Barker and
Harinda Rajapaksha and
Richard Pitts and
Tom Gibbs and
John E. Stone and
Daniel M. Zuckerman and
Adrian J. Mulholland and
Thomas F. Miller III and
Shantenu Jha and
Arvind Ramanathan and
Lillian T. Chong and
Rommie E. Amaro},
title = {{\#}COVIDisAirborne: AI-enabled multiscale computational microscopy
of delta SARS-CoV-2 in a respiratory aerosol},
journal = {Int. J. High Perform. Comput. Appl.},
volume = {37},
number = {1},
pages = {28--44},
year = {2023},
url = {https://doi.org/10.1177/10943420221128233},
doi = {10.1177/10943420221128233},
timestamp = {Thu, 28 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijhpca/DommerCKRWAROMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhpca/ZvyaginBHDZBCKPMMIOVPWHEFXLSNRDV23,
author = {Maxim Zvyagin and
Alexander Brace and
Kyle Hippe and
Yuntian Deng and
Bin Zhang and
Cindy Orozco Bohorquez and
Austin Clyde and
Bharat Kale and
Danilo Perez{-}Rivera and
Heng Ma and
Carla M. Mann and
Michael W. Irvin and
Defne G. Ozgulbas and
Natalia Vassilieva and
J. Gregory Pauloski and
Logan T. Ward and
Val{\'{e}}rie Hayot{-}Sasson and
Murali Emani and
Sam Foreman and
Zhen Xie and
Diangen Lin and
Maulik Shukla and
Weili Nie and
Josh Romero and
Christian Dallago and
Arash Vahdat and
Chaowei Xiao and
Thomas Gibbs and
Ian T. Foster and
James J. Davis and
Michael E. Papka and
Thomas S. Brettin and
Rick Stevens and
Anima Anandkumar and
Venkatram Vishwanath and
Arvind Ramanathan},
title = {GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary
dynamics},
journal = {Int. J. High Perform. Comput. Appl.},
volume = {37},
number = {6},
pages = {683--705},
year = {2023},
url = {https://doi.org/10.1177/10943420231201154},
doi = {10.1177/10943420231201154},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijhpca/ZvyaginBHDZBCKPMMIOVPWHEFXLSNRDV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KovachkiLLABSA23,
author = {Nikola B. Kovachki and
Zongyi Li and
Burigede Liu and
Kamyar Azizzadenesheli and
Kaushik Bhattacharya and
Andrew M. Stuart and
Anima Anandkumar},
title = {Neural Operator: Learning Maps Between Function Spaces With Applications
to PDEs},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {89:1--89:97},
year = {2023},
url = {https://jmlr.org/papers/v24/21-1524.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KovachkiLLABSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiHLA23,
author = {Zongyi Li and
Daniel Zhengyu Huang and
Burigede Liu and
Anima Anandkumar},
title = {Fourier Neural Operator with Learned Deformations for PDEs on General
Geometries},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {388:1--388:26},
year = {2023},
url = {http://jmlr.org/papers/v24/23-0064.html},
timestamp = {Thu, 12 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiHLA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiuNWLQLTXA23,
author = {Shengchao Liu and
Weili Nie and
Chengpeng Wang and
Jiarui Lu and
Zhuoran Qiao and
Ling Liu and
Jian Tang and
Chaowei Xiao and
Animashree Anandkumar},
title = {Multi-modal molecule structure-text model for text-based retrieval
and editing},
journal = {Nat. Mac. Intell.},
volume = {5},
number = {12},
pages = {1447--1457},
year = {2023},
url = {https://doi.org/10.1038/s42256-023-00759-6},
doi = {10.1038/S42256-023-00759-6},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LiuNWLQLTXA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/WangFD0HLCLKDAB23,
author = {Hanchen Wang and
Tianfan Fu and
Yuanqi Du and
Wenhao Gao and
Kexin Huang and
Ziming Liu and
Payal Chandak and
Shengchao Liu and
Peter Van Katwyk and
Andreea Deac and
Anima Anandkumar and
Karianne Bergen and
Carla P. Gomes and
Shirley Ho and
Pushmeet Kohli and
Joan Lasenby and
Jure Leskovec and
Tie{-}Yan Liu and
Arjun Manrai and
Debora S. Marks and
Bharath Ramsundar and
Le Song and
Jimeng Sun and
Jian Tang and
Petar Velickovic and
Max Welling and
Linfeng Zhang and
Connor W. Coley and
Yoshua Bengio and
Marinka Zitnik},
title = {Scientific discovery in the age of artificial intelligence},
journal = {Nat.},
volume = {620},
number = {7972},
pages = {47--60},
year = {2023},
url = {https://doi.org/10.1038/s41586-023-06221-2},
doi = {10.1038/S41586-023-06221-2},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/WangFD0HLCLKDAB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/KiyassehLHOMWDTAH23,
author = {Dani Kiyasseh and
Jasper Laca and
Taseen F. Haque and
Maxwell X. Otiato and
Brian J. Miles and
Christian Wagner and
Daniel A. Donoho and
Quoc{-}Dien Trinh and
Animashree Anandkumar and
Andrew J. Hung},
title = {Human visual explanations mitigate bias in AI-based assessment of
surgeon skills},
journal = {npj Digit. Medicine},
volume = {6},
year = {2023},
url = {https://doi.org/10.1038/s41746-023-00766-2},
doi = {10.1038/S41746-023-00766-2},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npjdm/KiyassehLHOMWDTAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/quantum/PattiKAY23,
author = {Taylor L. Patti and
Jean Kossaifi and
Anima Anandkumar and
Susanne F. Yelin},
title = {Quantum Goemans-Williamson Algorithm with the Hadamard Test and Approximate
Amplitude Constraints},
journal = {Quantum},
volume = {7},
pages = {1057},
year = {2023},
url = {https://doi.org/10.22331/q-2023-07-12-1057},
doi = {10.22331/Q-2023-07-12-1057},
timestamp = {Thu, 28 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/quantum/PattiKAY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/RohNHWVA23,
author = {Yuji Roh and
Weili Nie and
De{-}An Huang and
Steven Euijong Whang and
Arash Vahdat and
Anima Anandkumar},
title = {Dr-Fairness: Dynamic Data Ratio Adjustment for Fair Training on Real
and Generated Data},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=TyBd56VK7z},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/RohNHWVA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YangGXLA23,
author = {Zhouhao Yang and
Yihong Guo and
Pan Xu and
Anqi Liu and
Animashree Anandkumar},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Distributionally Robust Policy Gradient for Offline Contextual Bandits},
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 = {6443--6462},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/yang23f.html},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YangGXLA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/KarginLAAH23,
author = {Taylan Kargin and
Sahin Lale and
Kamyar Azizzadenesheli and
Anima Anandkumar and
Babak Hassibi},
title = {Thompson Sampling for Partially Observable Linear-Quadratic Control},
booktitle = {American Control Conference, {ACC} 2023, San Diego, CA, USA, May 31
- June 2, 2023},
pages = {4561--4568},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/ACC55779.2023.10156461},
doi = {10.23919/ACC55779.2023.10156461},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amcc/KarginLAAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biocas/HaghiMLAE23,
author = {Benyamin Allahgholizadeh Haghi and
Lin Ma and
Sahin Lale and
Anima Anandkumar and
Azita Emami},
title = {EKGNet: {A} 10.96{\(\mu\)}W Fully Analog Neural Network for Intra-Patient
Arrhythmia Classification},
booktitle = {{IEEE} Biomedical Circuits and Systems Conference, BioCAS 2023, Toronto,
ON, Canada, October 19-21, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BioCAS58349.2023.10389164},
doi = {10.1109/BIOCAS58349.2023.10389164},
timestamp = {Thu, 08 Feb 2024 15:34:19 +0100},
biburl = {https://dblp.org/rec/conf/biocas/HaghiMLAE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/LaleSQAWA23,
author = {Sahin Lale and
Yuanyuan Shi and
Guannan Qu and
Kamyar Azizzadenesheli and
Adam Wierman and
Anima Anandkumar},
title = {{KCRL:} Krasovskii-Constrained Reinforcement Learning with Guaranteed
Stability in Nonlinear Discrete-Time Systems},
booktitle = {62nd {IEEE} Conference on Decision and Control, {CDC} 2023, Singapore,
December 13-15, 2023},
pages = {1334--1341},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CDC49753.2023.10384011},
doi = {10.1109/CDC49753.2023.10384011},
timestamp = {Mon, 29 Jan 2024 17:30:32 +0100},
biburl = {https://dblp.org/rec/conf/cdc/LaleSQAWA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/WangFSZ0XZA23,
author = {Chen Wang and
Linxi Fan and
Jiankai Sun and
Ruohan Zhang and
Li Fei{-}Fei and
Danfei Xu and
Yuke Zhu and
Anima Anandkumar},
editor = {Jie Tan and
Marc Toussaint and
Kourosh Darvish},
title = {MimicPlay: Long-Horizon Imitation Learning by Watching Human Play},
booktitle = {Conference on Robot Learning, CoRL 2023, 6-9 November 2023, Atlanta,
GA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {229},
pages = {201--221},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v229/wang23a.html},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/corl/WangFSZ0XZA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DongCLLZA23,
author = {Wei Dong and
Christopher B. Choy and
Charles Loop and
Or Litany and
Yuke Zhu and
Anima Anandkumar},
title = {Fast Monocular Scene Reconstruction with Global-Sparse Local-Dense
Grids},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {4263--4272},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.00415},
doi = {10.1109/CVPR52729.2023.00415},
timestamp = {Mon, 28 Aug 2023 16:14:07 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DongCLLZA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiYCX0F0A23,
author = {Yiming Li and
Zhiding Yu and
Christopher B. Choy and
Chaowei Xiao and
Jos{\'{e}} M. {\'{A}}lvarez and
Sanja Fidler and
Chen Feng and
Anima Anandkumar},
title = {VoxFormer: Sparse Voxel Transformer for Camera-Based 3D Semantic Scene
Completion},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {9087--9098},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.00877},
doi = {10.1109/CVPR52729.2023.00877},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiYCX0F0A23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LanYYW0A23,
author = {Shiyi Lan and
Xitong Yang and
Zhiding Yu and
Zuxuan Wu and
Jos{\'{e}} M. {\'{A}}lvarez and
Anima Anandkumar},
title = {Vision Transformers are Good Mask Auto-Labelers},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {23745--23755},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.02274},
doi = {10.1109/CVPR52729.2023.02274},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LanYYW0A23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/SuPPXPSFAC23,
author = {Dan Su and
Mostofa Patwary and
Shrimai Prabhumoye and
Peng Xu and
Ryan Prenger and
Mohammad Shoeybi and
Pascale Fung and
Anima Anandkumar and
Bryan Catanzaro},
editor = {Andreas Vlachos and
Isabelle Augenstein},
title = {Context Generation Improves Open Domain Question Answering},
booktitle = {Findings of the Association for Computational Linguistics: {EACL}
2023, Dubrovnik, Croatia, May 2-6, 2023},
pages = {781--796},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-eacl.60},
doi = {10.18653/V1/2023.FINDINGS-EACL.60},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/SuPPXPSFAC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangPXMLSDKLXAC23,
author = {Boxin Wang and
Wei Ping and
Peng Xu and
Lawrence McAfee and
Zihan Liu and
Mohammad Shoeybi and
Yi Dong and
Oleksii Kuchaiev and
Bo Li and
Chaowei Xiao and
Anima Anandkumar and
Bryan Catanzaro},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Shall We Pretrain Autoregressive Language Models with Retrieval? {A}
Comprehensive Study},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {7763--7786},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.482},
doi = {10.18653/V1/2023.EMNLP-MAIN.482},
timestamp = {Sun, 21 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WangPXMLSDKLXAC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YangPLKNHFYLLS023,
author = {Zhuolin Yang and
Wei Ping and
Zihan Liu and
Vijay Korthikanti and
Weili Nie and
De{-}An Huang and
Linxi Fan and
Zhiding Yu and
Shiyi Lan and
Bo Li and
Mohammad Shoeybi and
Ming{-}Yu Liu and
Yuke Zhu and
Bryan Catanzaro and
Chaowei Xiao and
Anima Anandkumar},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot
Image Captioning},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {11844--11857},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.793},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.793},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YangPLKNHFYLLS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/SaravananKJHA23,
author = {Adhithya Prakash Saravanan and
Rafal Kocielnik and
Roy Jiang and
Pengrui Han and
Anima Anandkumar},
editor = {Javier Antor{\'{a}}n and
Arno Blaas and
Kelly Buchanan and
Fan Feng and
Vincent Fortuin and
Sahra Ghalebikesabi and
Andreas Kriegler and
Ian Mason and
David Rohde and
Francisco J. R. Ruiz and
Tobias Uelwer and
Yubin Xie and
Rui Yang},
title = {Exploring Social Bias in Downstream Applications of Text-to-Image
Foundation Models},
booktitle = {Proceedings on "I Can't Believe It's Not Better: Failure Modes in
the Age of Foundation Models" at NeurIPS 2023 Workshops, 16 December
2023, New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {239},
pages = {84--102},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v239/saravanan23a.html},
timestamp = {Mon, 03 Jun 2024 08:33:16 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/SaravananKJHA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ZhaoYLCAL023,
author = {Bingyin Zhao and
Zhiding Yu and
Shiyi Lan and
Yutao Cheng and
Anima Anandkumar and
Yingjie Lao and
Jos{\'{e}} M. {\'{A}}lvarez},
title = {Fully Attentional Networks with Self-emerging Token Labeling},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {5562--5572},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00514},
doi = {10.1109/ICCV51070.2023.00514},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ZhaoYLCAL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LiYWAL023,
author = {Zhiqi Li and
Zhiding Yu and
Wenhai Wang and
Anima Anandkumar and
Tong Lu and
Jos{\'{e}} M. {\'{A}}lvarez},
title = {{FB-BEV:} {BEV} Representation from Forward-Backward View Transformations},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {6896--6905},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00637},
doi = {10.1109/ICCV51070.2023.00637},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/LiYWAL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ChenYCLAJ023,
author = {Yilun Chen and
Zhiding Yu and
Yukang Chen and
Shiyi Lan and
Anima Anandkumar and
Jiaya Jia and
Jos{\'{e}} M. {\'{A}}lvarez},
title = {FocalFormer3D : Focusing on Hard Instance for 3D Object Detection},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {8360--8371},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00771},
doi = {10.1109/ICCV51070.2023.00771},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ChenYCLAJ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ChoeCPKA23,
author = {Jaesung Choe and
Christopher B. Choy and
Jaesik Park and
In So Kweon and
Anima Anandkumar},
title = {Spacetime Surface Regularization for Neural Dynamic Scene Reconstruction},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {17825--17835},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01638},
doi = {10.1109/ICCV51070.2023.01638},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ChoeCPKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LiYPAFJA23,
author = {Yanwei Li and
Zhiding Yu and
Jonah Philion and
Anima Anandkumar and
Sanja Fidler and
Jiaya Jia and
Jose Alvarez},
title = {End-to-end 3D Tracking with Decoupled Queries},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {18256--18265},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01678},
doi = {10.1109/ICCV51070.2023.01678},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/LiYPAFJA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001NQXBA23,
author = {Zichao Wang and
Weili Nie and
Zhuoran Qiao and
Chaowei Xiao and
Richard G. Baraniuk and
Anima Anandkumar},
title = {Retrieval-based Controllable Molecule Generation},
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/forum?id=vDFA1tpuLvk},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0001NQXBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XiaoCJWNLA0S23,
author = {Chaowei Xiao and
Zhongzhu Chen and
Kun Jin and
Jiongxiao Wang and
Weili Nie and
Mingyan Liu and
Anima Anandkumar and
Bo Li and
Dawn Song},
title = {DensePure: Understanding Diffusion Models for Adversarial Robustness},
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/forum?id=p7hvOJ6Gq0i},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XiaoCJWNLA0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BonevK0PBKA23,
author = {Boris Bonev and
Thorsten Kurth and
Christian Hundt and
Jaideep Pathak and
Maximilian Baust and
Karthik Kashinath and
Anima Anandkumar},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Spherical Fourier Neural Operators: Learning Stable Dynamics on the
Sphere},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {2806--2823},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/bonev23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/BonevK0PBKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangG0WDC0AZF23,
author = {Yunfan Jiang and
Agrim Gupta and
Zichen Zhang and
Guanzhi Wang and
Yongqiang Dou and
Yanjun Chen and
Li Fei{-}Fei and
Anima Anandkumar and
Yuke Zhu and
Linxi Fan},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {{VIMA:} Robot Manipulation with Multimodal Prompts},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {14975--15022},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/jiang23b.html},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangG0WDC0AZF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuVHTNA23,
author = {Guan{-}Horng Liu and
Arash Vahdat and
De{-}An Huang and
Evangelos A. Theodorou and
Weili Nie and
Anima Anandkumar},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {I\({}^{\mbox{2}}\)SB: Image-to-Image Schr{\"{o}}dinger Bridge},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {22042--22062},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/liu23ai.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuVHTNA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhengNVAA23,
author = {Hongkai Zheng and
Weili Nie and
Arash Vahdat and
Kamyar Azizzadenesheli and
Anima Anandkumar},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Fast Sampling of Diffusion Models via Operator Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {42390--42402},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/zheng23d.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhengNVAA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangYYALY23,
author = {Haoxuan Wang and
Zhiding Yu and
Yisong Yue and
Animashree Anandkumar and
Anqi Liu and
Junchi Yan},
title = {Learning Calibrated Uncertainties for Domain Shift: {A} Distributionally
Robust Learning Approach},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {1460--1469},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/162},
doi = {10.24963/IJCAI.2023/162},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WangYYALY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispd/Anandkumar23,
author = {Anima Anandkumar},
editor = {David G. Chinnery and
Iris Hui{-}Ru Jiang},
title = {Neural Operators for Solving PDEs and Inverse Design},
booktitle = {Proceedings of the 2023 International Symposium on Physical Design,
{ISPD} 2023, Virtual Event, USA, March 26-29, 2023},
pages = {195},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3569052.3578911},
doi = {10.1145/3569052.3578911},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ispd/Anandkumar23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/KocielnikWCLHWA23,
author = {Rafal Kocielnik and
Elyssa Y. Wong and
Timothy N. Chu and
Lydia Lin and
De{-}An Huang and
Jiayun Wang and
Anima Anandkumar and
Andrew J. Hung},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Deep Multimodal Fusion for Surgical Feedback Classification},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {256--267},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/kocielnik23a.html},
timestamp = {Tue, 20 Feb 2024 16:30:24 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/KocielnikWCLHWA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiKCLKONS0AA23,
author = {Zongyi Li and
Nikola B. Kovachki and
Christopher B. Choy and
Boyi Li and
Jean Kossaifi and
Shourya Prakash Otta and
Mohammad Amin Nabian and
Maximilian Stadler and
Christian Hundt and
Kamyar Azizzadenesheli and
Animashree Anandkumar},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Geometry-Informed Neural Operator for Large-Scale 3D PDEs},
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/70518ea42831f02afc3a2828993935ad-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiKCLKONS0AA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuDLLZDMYABCG023,
author = {Shengchao Liu and
Weitao Du and
Yanjing Li and
Zhuoxinran Li and
Zhiling Zheng and
Chenru Duan and
Zhi{-}Ming Ma and
Omar Yaghi and
Animashree Anandkumar and
Christian Borgs and
Jennifer T. Chayes and
Hongyu Guo and
Jian Tang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Symmetry-Informed Geometric Representation for Molecules, Proteins,
and Crystalline Materials},
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/d07379f3acf3af51dfc8598862cadfa0-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuDLLZDMYABCG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangSGCSYGPA23,
author = {Kaiyu Yang and
Aidan M. Swope and
Alex Gu and
Rahul Chalamala and
Peiyang Song and
Shixing Yu and
Saad Godil and
Ryan J. Prenger and
Animashree Anandkumar},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {LeanDojo: Theorem Proving with Retrieval-Augmented Language Models},
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/4441469427094f8873d0fecb0c4e1cee-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangSGCSYGPA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuHPLBGLWBBLSBH23,
author = {Sungduk Yu and
Walter M. Hannah and
Liran Peng and
Jerry Lin and
Mohamed Aziz Bhouri and
Ritwik Gupta and
Bj{\"{o}}rn L{\"{u}}tjens and
Justus C. Will and
Gunnar Behrens and
Julius Busecke and
Nora Loose and
Charles Stern and
Tom Beucler and
Bryce E. Harrop and
Benjamin R. Hillman and
Andrea M. Jenney and
Savannah L. Ferretti and
Nana Liu and
Animashree Anandkumar and
Noah D. Brenowitz and
Veronika Eyring and
Nicholas Geneva and
Pierre Gentine and
Stephan Mandt and
Jaideep Pathak and
Akshay Subramaniam and
Carl Vondrick and
Rose Yu and
Laure Zanna and
Tian Zheng and
Ryan Abernathey and
Fiaz Ahmed and
David C. Bader and
Pierre Baldi and
Elizabeth A. Barnes and
Christopher S. Bretherton and
Peter M. Caldwell and
Wayne Chuang and
Yilun Han and
Yu Huang and
Fernando Iglesias{-}Suarez and
Sanket R. Jantre and
Karthik Kashinath and
Marat Khairoutdinov and
Thorsten Kurth and
Nicholas J. Lutsko and
Po{-}Lun Ma and
Griffin Mooers and
J. David Neelin and
David A. Randall and
Sara Shamekh and
Mark Taylor and
Nathan M. Urban and
Janni Yuval and
Guang Zhang and
Mike Pritchard},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {ClimSim: {A} large multi-scale dataset for hybrid physics-ML climate
emulation},
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/45fbcc01349292f5e059a0b8b02c8c3f-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YuHPLBGLWBBLSBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pasc/KurthSHPMHMKA23,
author = {Thorsten Kurth and
Shashank Subramanian and
Peter Harrington and
Jaideep Pathak and
Morteza Mardani and
David Hall and
Andrea Miele and
Karthik Kashinath and
Anima Anandkumar},
editor = {Axel Huebl and
Cristina Silvano and
Timothy Robinson},
title = {FourCastNet: Accelerating Global High-Resolution Weather Forecasting
Using Adaptive Fourier Neural Operators},
booktitle = {Proceedings of the Platform for Advanced Scientific Computing Conference,
{PASC} 2023, Davos, Switzerland, June 26-28, 2023},
pages = {13:1--13:11},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3592979.3593412},
doi = {10.1145/3592979.3593412},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pasc/KurthSHPMHMKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/QiaoNVMA23,
author = {Zhuoran Qiao and
Weili Nie and
Arash Vahdat and
Thomas F. Miller III and
Animashree Anandkumar},
title = {NeuralPLexer evaluation datasets and predictions (Version 2)},
publisher = {Zenodo},
year = {2023},
month = dec,
howpublished = {\url{https://doi.org/10.5281/zenodo.10373581}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.5281/zenodo.10373581},
doi = {10.5281/ZENODO.10373581},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/QiaoNVMA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-03992,
author = {Shiyi Lan and
Xitong Yang and
Zhiding Yu and
Zuxuan Wu and
Jos{\'{e}} M. {\'{A}}lvarez and
Anima Anandkumar},
title = {Vision Transformers Are Good Mask Auto-Labelers},
journal = {CoRR},
volume = {abs/2301.03992},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.03992},
doi = {10.48550/ARXIV.2301.03992},
eprinttype = {arXiv},
eprint = {2301.03992},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-03992.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-08290,
author = {Peter I Renn and
Cong Wang and
Sahin Lale and
Zongyi Li and
Anima Anandkumar and
Morteza Gharib},
title = {Forecasting subcritical cylinder wakes with Fourier Neural Operators},
journal = {CoRR},
volume = {abs/2301.08290},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.08290},
doi = {10.48550/ARXIV.2301.08290},
eprinttype = {arXiv},
eprint = {2301.08290},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-08290.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04611,
author = {Shengchao Liu and
Yutao Zhu and
Jiarui Lu and
Zhao Xu and
Weili Nie and
Anthony Gitter and
Chaowei Xiao and
Jian Tang and
Hongyu Guo and
Anima Anandkumar},
title = {A Text-guided Protein Design Framework},
journal = {CoRR},
volume = {abs/2302.04611},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04611},
doi = {10.48550/ARXIV.2302.04611},
eprinttype = {arXiv},
eprint = {2302.04611},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04858,
author = {Zhuolin Yang and
Wei Ping and
Zihan Liu and
Vijay Korthikanti and
Weili Nie and
De{-}An Huang and
Linxi Fan and
Zhiding Yu and
Shiyi Lan and
Bo Li and
Ming{-}Yu Liu and
Yuke Zhu and
Mohammad Shoeybi and
Bryan Catanzaro and
Chaowei Xiao and
Anima Anandkumar},
title = {Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot
Image Captioning},
journal = {CoRR},
volume = {abs/2302.04858},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04858},
doi = {10.48550/ARXIV.2302.04858},
eprinttype = {arXiv},
eprint = {2302.04858},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05872,
author = {Guan{-}Horng Liu and
Arash Vahdat and
De{-}An Huang and
Evangelos A. Theodorou and
Weili Nie and
Anima Anandkumar},
title = {I\({}^{\mbox{2}}\)SB: Image-to-Image Schr{\"{o}}dinger Bridge},
journal = {CoRR},
volume = {abs/2302.05872},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05872},
doi = {10.48550/ARXIV.2302.05872},
eprinttype = {arXiv},
eprint = {2302.05872},
timestamp = {Sun, 19 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05872.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-06637,
author = {Chulin Xie and
De{-}An Huang and
Wenda Chu and
Daguang Xu and
Chaowei Xiao and
Bo Li and
Anima Anandkumar},
title = {PerAda: Parameter-Efficient and Generalizable Federated Learning Personalization
with Guarantees},
journal = {CoRR},
volume = {abs/2302.06637},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.06637},
doi = {10.48550/ARXIV.2302.06637},
eprinttype = {arXiv},
eprint = {2302.06637},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-06637.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-07371,
author = {Rafal Kocielnik and
Shrimai Prabhumoye and
Vivian Zhang and
R. Michael Alvarez and
Anima Anandkumar},
title = {AutoBiasTest: Controllable Sentence Generation for Automated and Open-Ended
Social Bias Testing in Language Models},
journal = {CoRR},
volume = {abs/2302.07371},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.07371},
doi = {10.48550/ARXIV.2302.07371},
eprinttype = {arXiv},
eprint = {2302.07371},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-07371.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-07400,
author = {Jae Hyun Lim and
Nikola B. Kovachki and
Ricardo Baptista and
Christopher Beckham and
Kamyar Azizzadenesheli and
Jean Kossaifi and
Vikram Voleti and
Jiaming Song and
Karsten Kreis and
Jan Kautz and
Christopher Pal and
Arash Vahdat and
Anima Anandkumar},
title = {Score-based Diffusion Models in Function Space},
journal = {CoRR},
volume = {abs/2302.07400},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.07400},
doi = {10.48550/ARXIV.2302.07400},
eprinttype = {arXiv},
eprint = {2302.07400},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-07400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12251,
author = {Yiming Li and
Zhiding Yu and
Christopher B. Choy and
Chaowei Xiao and
Jos{\'{e}} M. {\'{A}}lvarez and
Sanja Fidler and
Chen Feng and
Anima Anandkumar},
title = {VoxFormer: Sparse Voxel Transformer for Camera-based 3D Semantic Scene
Completion},
journal = {CoRR},
volume = {abs/2302.12251},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.12251},
doi = {10.48550/ARXIV.2302.12251},
eprinttype = {arXiv},
eprint = {2302.12251},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-12251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12422,
author = {Chen Wang and
Linxi Fan and
Jiankai Sun and
Ruohan Zhang and
Li Fei{-}Fei and
Danfei Xu and
Yuke Zhu and
Anima Anandkumar},
title = {MimicPlay: Long-Horizon Imitation Learning by Watching Human Play},
journal = {CoRR},
volume = {abs/2302.12422},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.12422},
doi = {10.48550/ARXIV.2302.12422},
eprinttype = {arXiv},
eprint = {2302.12422},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-12422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-02506,
author = {Shikun Liu and
Linxi Fan and
Edward Johns and
Zhiding Yu and
Chaowei Xiao and
Anima Anandkumar},
title = {Prismer: {A} Vision-Language Model with An Ensemble of Experts},
journal = {CoRR},
volume = {abs/2303.02506},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.02506},
doi = {10.48550/ARXIV.2303.02506},
eprinttype = {arXiv},
eprint = {2303.02506},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-02506.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-06762,
author = {Boxin Wang and
Wei Ping and
Peng Xu and
Lawrence McAfee and
Zihan Liu and
Mohammad Shoeybi and
Yi Dong and
Oleksii Kuchaiev and
Bo Li and
Chaowei Xiao and
Anima Anandkumar and
Bryan Catanzaro},
title = {Shall We Pretrain Autoregressive Language Models with Retrieval? {A}
Comprehensive Study},
journal = {CoRR},
volume = {abs/2304.06762},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.06762},
doi = {10.48550/ARXIV.2304.06762},
eprinttype = {arXiv},
eprint = {2304.06762},
timestamp = {Mon, 15 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-06762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13220,
author = {Wei Dong and
Christopher B. Choy and
Charles Loop and
Or Litany and
Yuke Zhu and
Anima Anandkumar},
title = {Fast Monocular Scene Reconstruction with Global-Sparse Local-Dense
Grids},
journal = {CoRR},
volume = {abs/2305.13220},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13220},
doi = {10.48550/ARXIV.2305.13220},
eprinttype = {arXiv},
eprint = {2305.13220},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16291,
author = {Guanzhi Wang and
Yuqi Xie and
Yunfan Jiang and
Ajay Mandlekar and
Chaowei Xiao and
Yuke Zhu and
Linxi Fan and
Anima Anandkumar},
title = {Voyager: An Open-Ended Embodied Agent with Large Language Models},
journal = {CoRR},
volume = {abs/2305.16291},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16291},
doi = {10.48550/ARXIV.2305.16291},
eprinttype = {arXiv},
eprint = {2305.16291},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18246,
author = {Haque Ishfaq and
Qingfeng Lan and
Pan Xu and
A. Rupam Mahmood and
Doina Precup and
Anima Anandkumar and
Kamyar Azizzadenesheli},
title = {Provable and Practical: Efficient Exploration in Reinforcement Learning
via Langevin Monte Carlo},
journal = {CoRR},
volume = {abs/2305.18246},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18246},
doi = {10.48550/ARXIV.2305.18246},
eprinttype = {arXiv},
eprint = {2305.18246},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18246.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03838,
author = {Boris Bonev and
Thorsten Kurth and
Christian Hundt and
Jaideep Pathak and
Maximilian Baust and
Karthik Kashinath and
Anima Anandkumar},
title = {Spherical Fourier Neural Operators: Learning Stable Dynamics on the
Sphere},
journal = {CoRR},
volume = {abs/2306.03838},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03838},
doi = {10.48550/ARXIV.2306.03838},
eprinttype = {arXiv},
eprint = {2306.03838},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08754,
author = {Sungduk Yu and
Walter M. Hannah and
Liran Peng and
Mohamed Aziz Bhouri and
Ritwik Gupta and
Jerry Lin and
Bj{\"{o}}rn L{\"{u}}tjens and
Justus C. Will and
Tom Beucler and
Bryce E. Harrop and
Benjamin R. Hillman and
Andrea M. Jenney and
Savannah L. Ferretti and
Nana Liu and
Anima Anandkumar and
Noah D. Brenowitz and
Veronika Eyring and
Pierre Gentine and
Stephan Mandt and
Jaideep Pathak and
Carl Vondrick and
Rose Yu and
Laure Zanna and
Ryan P. Abernathey and
Fiaz Ahmed and
David C. Bader and
Pierre Baldi and
Elizabeth A. Barnes and
Gunnar Behrens and
Christopher S. Bretherton and
Julius J. M. Busecke and
Peter M. Caldwell and
Wayne Chuang and
Yilun Han and
Yu Huang and
Fernando Iglesias{-}Suarez and
Sanket R. Jantre and
Karthik Kashinath and
Marat Khairoutdinov and
Thorsten Kurth and
Nicholas J. Lutsko and
Po{-}Lun Ma and
Griffin Mooers and
J. David Neelin and
David A. Randall and
Sara Shamekh and
Akshay Subramaniam and
Mark A. Taylor and
et al.},
title = {ClimSim: An open large-scale dataset for training high-resolution
physics emulators in hybrid multi-scale climate simulators},
journal = {CoRR},
volume = {abs/2306.08754},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08754},
doi = {10.48550/ARXIV.2306.08754},
eprinttype = {arXiv},
eprint = {2306.08754},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09305,
author = {Hongkai Zheng and
Weili Nie and
Arash Vahdat and
Anima Anandkumar},
title = {Fast Training of Diffusion Models with Masked Transformers},
journal = {CoRR},
volume = {abs/2306.09305},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.09305},
doi = {10.48550/ARXIV.2306.09305},
eprinttype = {arXiv},
eprint = {2306.09305},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-09305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09375,
author = {Shengchao Liu and
Weitao Du and
Yanjing Li and
Zhuoxinran Li and
Zhiling Zheng and
Chenru Duan and
Zhiming Ma and
Omar Yaghi and
Anima Anandkumar and
Christian Borgs and
Jennifer T. Chayes and
Hongyu Guo and
Jian Tang},
title = {Symmetry-Informed Geometric Representation for Molecules, Proteins,
and Crystalline Materials},
journal = {CoRR},
volume = {abs/2306.09375},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.09375},
doi = {10.48550/ARXIV.2306.09375},
eprinttype = {arXiv},
eprint = {2306.09375},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-09375.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11250,
author = {Jiawei Zhao and
Yifei Zhang and
Beidi Chen and
Florian Sch{\"{a}}fer and
Anima Anandkumar},
title = {InRank: Incremental Low-Rank Learning},
journal = {CoRR},
volume = {abs/2306.11250},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.11250},
doi = {10.48550/ARXIV.2306.11250},
eprinttype = {arXiv},
eprint = {2306.11250},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-11250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15626,
author = {Kaiyu Yang and
Aidan M. Swope and
Alex Gu and
Rahul Chalamala and
Peiyang Song and
Shixing Yu and
Saad Godil and
Ryan Prenger and
Anima Anandkumar},
title = {LeanDojo: Theorem Proving with Retrieval-Augmented Language Models},
journal = {CoRR},
volume = {abs/2306.15626},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.15626},
doi = {10.48550/ARXIV.2306.15626},
eprinttype = {arXiv},
eprint = {2306.15626},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-15626.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15742,
author = {Zelun Luo and
Yuliang Zou and
Yijin Yang and
Zane Durante and
De{-}An Huang and
Zhiding Yu and
Chaowei Xiao and
Li Fei{-}Fei and
Animashree Anandkumar},
title = {Differentially Private Video Activity Recognition},
journal = {CoRR},
volume = {abs/2306.15742},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.15742},
doi = {10.48550/ARXIV.2306.15742},
eprinttype = {arXiv},
eprint = {2306.15742},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-15742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08423,
author = {Xuan Zhang and
Limei Wang and
Jacob Helwig and
Youzhi Luo and
Cong Fu and
Yaochen Xie and
Meng Liu and
Yuchao Lin and
Zhao Xu and
Keqiang Yan and
Keir Adams and
Maurice Weiler and
Xiner Li and
Tianfan Fu and
Yucheng Wang and
Haiyang Yu and
Yuqing Xie and
Xiang Fu and
Alex Strasser and
Shenglong Xu and
Yi Liu and
Yuanqi Du and
Alexandra Saxton and
Hongyi Ling and
Hannah Lawrence and
Hannes St{\"{a}}rk and
Shurui Gui and
Carl Edwards and
Nicholas Gao and
Adriana Ladera and
Tailin Wu and
Elyssa F. Hofgard and
Aria Mansouri Tehrani and
Rui Wang and
Ameya Daigavane and
Montgomery Bohde and
Jerry Kurtin and
Qian Huang and
Tuong Phung and
Minkai Xu and
Chaitanya K. Joshi and
Simon V. Mathis and
Kamyar Azizzadenesheli and
Ada Fang and
Al{\'{a}}n Aspuru{-}Guzik and
Erik J. Bekkers and
Michael M. Bronstein and
Marinka Zitnik and
Anima Anandkumar and
Stefano Ermon and
Pietro Li{\`{o}} and
Rose Yu and
Stephan G{\"{u}}nnemann and
Jure Leskovec and
Heng Ji and
Jimeng Sun and
Regina Barzilay and
Tommi S. Jaakkola and
Connor W. Coley and
Xiaoning Qian and
Xiaofeng Qian and
Tess E. Smidt and
Shuiwang Ji},
title = {Artificial Intelligence for Science in Quantum, Atomistic, and Continuum
Systems},
journal = {CoRR},
volume = {abs/2307.08423},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08423},
doi = {10.48550/ARXIV.2307.08423},
eprinttype = {arXiv},
eprint = {2307.08423},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-14988,
author = {Or Sharir and
Anima Anandkumar},
title = {Incrementally-Computable Neural Networks: Efficient Inference for
Dynamic Inputs},
journal = {CoRR},
volume = {abs/2307.14988},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.14988},
doi = {10.48550/ARXIV.2307.14988},
eprinttype = {arXiv},
eprint = {2307.14988},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-14988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-15034,
author = {Colin White and
Renbo Tu and
Jean Kossaifi and
Gennady Pekhimenko and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {Speeding up Fourier Neural Operators via Mixed Precision},
journal = {CoRR},
volume = {abs/2307.15034},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.15034},
doi = {10.48550/ARXIV.2307.15034},
eprinttype = {arXiv},
eprint = {2307.15034},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-15034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-02236,
author = {Zhiqi Li and
Zhiding Yu and
Wenhai Wang and
Anima Anandkumar and
Tong Lu and
Jos{\'{e}} M. {\'{A}}lvarez},
title = {{FB-BEV:} {BEV} Representation from Forward-Backward View Transformations},
journal = {CoRR},
volume = {abs/2308.02236},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.02236},
doi = {10.48550/ARXIV.2308.02236},
eprinttype = {arXiv},
eprint = {2308.02236},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-02236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-04556,
author = {Yilun Chen and
Zhiding Yu and
Yukang Chen and
Shiyi Lan and
Animashree Anandkumar and
Jiaya Jia and
Jos{\'{e}} M. {\'{A}}lvarez},
title = {FocalFormer3D : Focusing on Hard Instance for 3D Object Detection},
journal = {CoRR},
volume = {abs/2308.04556},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.04556},
doi = {10.48550/ARXIV.2308.04556},
eprinttype = {arXiv},
eprint = {2308.04556},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-04556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-08794,
author = {Miguel Liu{-}Schiaffini and
Clare E. Singer and
Nikola B. Kovachki and
Tapio Schneider and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {Tipping Point Forecasting in Non-Stationary Dynamics on Function Spaces},
journal = {CoRR},
volume = {abs/2308.08794},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.08794},
doi = {10.48550/ARXIV.2308.08794},
eprinttype = {arXiv},
eprint = {2308.08794},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-08794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-00583,
author = {Zongyi Li and
Nikola Borislavov Kovachki and
Christopher B. Choy and
Boyi Li and
Jean Kossaifi and
Shourya Prakash Otta and
Mohammad Amin Nabian and
Maximilian Stadler and
Christian Hundt and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {Geometry-Informed Neural Operator for Large-Scale 3D PDEs},
journal = {CoRR},
volume = {abs/2309.00583},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.00583},
doi = {10.48550/ARXIV.2309.00583},
eprinttype = {arXiv},
eprint = {2309.00583},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-00583.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-15325,
author = {Kamyar Azizzadenesheli and
Nikola B. Kovachki and
Zongyi Li and
Miguel Liu{-}Schiaffini and
Jean Kossaifi and
Anima Anandkumar},
title = {Neural Operators for Accelerating Scientific Simulations and Design},
journal = {CoRR},
volume = {abs/2309.15325},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.15325},
doi = {10.48550/ARXIV.2309.15325},
eprinttype = {arXiv},
eprint = {2309.15325},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-15325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00120,
author = {Jean Kossaifi and
Nikola B. Kovachki and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {Multi-Grid Tensorized Fourier Neural Operator for High-Resolution
PDEs},
journal = {CoRR},
volume = {abs/2310.00120},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00120},
doi = {10.48550/ARXIV.2310.00120},
eprinttype = {arXiv},
eprint = {2310.00120},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04610,
author = {Shuaiwen Leon Song and
Bonnie Kruft and
Minjia Zhang and
Conglong Li and
Shiyang Chen and
Chengming Zhang and
Masahiro Tanaka and
Xiaoxia Wu and
Jeff Rasley and
Ammar Ahmad Awan and
Connor Holmes and
Martin Cai and
Adam Ghanem and
Zhongzhu Zhou and
Yuxiong He and
Pete Luferenko and
Divya Kumar and
Jonathan A. Weyn and
Ruixiong Zhang and
Sylwester Klocek and
Volodymyr Vragov and
Mohammed AlQuraishi and
Gustaf Ahdritz and
Christina Floristean and
Cristina Negri and
Rao Kotamarthi and
Venkatram Vishwanath and
Arvind Ramanathan and
Sam Foreman and
Kyle Hippe and
Troy Arcomano and
Romit Maulik and
Maxim Zvyagin and
Alexander Brace and
Bin Zhang and
Cindy Orozco Bohorquez and
Austin Clyde and
Bharat Kale and
Danilo Perez{-}Rivera and
Heng Ma and
Carla M. Mann and
Michael W. Irvin and
J. Gregory Pauloski and
Logan T. Ward and
Val{\'{e}}rie Hayot{-}Sasson and
Murali Emani and
Zhen Xie and
Diangen Lin and
Maulik Shukla and
Ian T. Foster and
James J. Davis and
Michael E. Papka and
Thomas S. Brettin and
Prasanna Balaprakash and
Gina Tourassi and
John Gounley and
Heidi A. Hanson and
Thomas E. Potok and
Massimiliano Lupo Pasini and
Kate Evans and
Dan Lu and
Dalton D. Lunga and
Junqi Yin and
Sajal Dash and
Feiyi Wang and
Mallikarjun Shankar and
Isaac Lyngaas and
Xiao Wang and
Guojing Cong and
Pei Zhang and
Ming Fan and
Siyan Liu and
Adolfy Hoisie and
Shinjae Yoo and
Yihui Ren and
William Tang and
Kyle Felker and
Alexey Svyatkovskiy and
Hang Liu and
Ashwin M. Aji and
Angela Dalton and
Michael J. Schulte and
Karl Schulz and
Yuntian Deng and
Weili Nie and
Josh Romero and
Christian Dallago and
Arash Vahdat and
Chaowei Xiao and
Thomas Gibbs and
Anima Anandkumar and
Rick Stevens},
title = {DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery
through Sophisticated {AI} System Technologies},
journal = {CoRR},
volume = {abs/2310.04610},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04610},
doi = {10.48550/ARXIV.2310.04610},
eprinttype = {arXiv},
eprint = {2310.04610},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12931,
author = {Yecheng Jason Ma and
William Liang and
Guanzhi Wang and
De{-}An Huang and
Osbert Bastani and
Dinesh Jayaraman and
Yuke Zhu and
Linxi Fan and
Anima Anandkumar},
title = {Eureka: Human-Level Reward Design via Coding Large Language Models},
journal = {CoRR},
volume = {abs/2310.12931},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.12931},
doi = {10.48550/ARXIV.2310.12931},
eprinttype = {arXiv},
eprint = {2310.12931},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-12931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15466,
author = {Benyamin Allahgholizadeh Haghi and
Lin Ma and
Sahin Lale and
Anima Anandkumar and
Azita Emami},
title = {EKGNet: {A} 10.96{\(\mu\)}W Fully Analog Neural Network for Intra-Patient
Arrhythmia Classification},
journal = {CoRR},
volume = {abs/2310.15466},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.15466},
doi = {10.48550/ARXIV.2310.15466},
eprinttype = {arXiv},
eprint = {2310.15466},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-15466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-05967,
author = {Vignesh Gopakumar and
Stanislas Pamela and
Lorenzo Zanisi and
Zongyi Li and
Ander Gray and
Daniel Brennand and
Nitesh Bhatia and
Gregory Stathopoulos and
Matt Kusner and
Marc Peter Deisenroth and
Anima Anandkumar and
JOREK Team and
MAST Team},
title = {Plasma Surrogate Modelling using Fourier Neural Operators},
journal = {CoRR},
volume = {abs/2311.05967},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.05967},
doi = {10.48550/ARXIV.2311.05967},
eprinttype = {arXiv},
eprint = {2311.05967},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-05967.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-03231,
author = {Rafal Kocielnik and
Elyssa Y. Wong and
Timothy N. Chu and
Lydia Lin and
De{-}An Huang and
Jiayun Wang and
Anima Anandkumar and
Andrew J. Hung},
title = {Deep Multimodal Fusion for Surgical Feedback Classification},
journal = {CoRR},
volume = {abs/2312.03231},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.03231},
doi = {10.48550/ARXIV.2312.03231},
eprinttype = {arXiv},
eprint = {2312.03231},
timestamp = {Mon, 01 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-03231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-09323,
author = {Micah Goldblum and
Anima Anandkumar and
Richard G. Baraniuk and
Tom Goldstein and
Kyunghyun Cho and
Zachary C. Lipton and
Melanie Mitchell and
Preetum Nakkiran and
Max Welling and
Andrew Gordon Wilson},
title = {Perspectives on the State and Future of Deep Learning - 2023},
journal = {CoRR},
volume = {abs/2312.09323},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.09323},
doi = {10.48550/ARXIV.2312.09323},
eprinttype = {arXiv},
eprint = {2312.09323},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-09323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10065,
author = {Adhithya Prakash Saravanan and
Rafal Kocielnik and
Roy Jiang and
Pengrui Han and
Anima Anandkumar},
title = {Exploring Social Bias in Downstream Applications of Text-to-Image
Foundation Models},
journal = {CoRR},
volume = {abs/2312.10065},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.10065},
doi = {10.48550/ARXIV.2312.10065},
eprinttype = {arXiv},
eprint = {2312.10065},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-10065.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhpca/TrifanGSLBZMCCH22,
author = {Anda Trifan and
Defne Gorgun and
Michael Salim and
Zongyi Li and
Alexander Brace and
Maxim Zvyagin and
Heng Ma and
Austin Clyde and
David Clark and
David J. Hardy and
Tom Burnley and
Lei Huang and
John D. McCalpin and
Murali Emani and
Hyenseung Yoo and
Junqi Yin and
Aristeidis Tsaris and
Vishal Subbiah and
Tanveer Raza and
Jessica Liu and
Noah Trebesch and
Geoffrey Wells and
Venkatesh Mysore and
Tom Gibbs and
James C. Phillips and
S. Chakra Chennubhotla and
Ian T. Foster and
Rick Stevens and
Anima Anandkumar and
Venkatram Vishwanath and
John E. Stone and
Emad Tajkhorshid and
Sarah A. Harris and
Arvind Ramanathan},
title = {Intelligent resolution: Integrating Cryo-EM with AI-driven multi-resolution
simulations to observe the severe acute respiratory syndrome coronavirus-2
replication-transcription machinery in action},
journal = {Int. J. High Perform. Comput. Appl.},
volume = {36},
number = {5-6},
pages = {603--623},
year = {2022},
url = {https://doi.org/10.1177/10943420221113513},
doi = {10.1177/10943420221113513},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijhpca/TrifanGSLBZMCCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/MaRXTKCWLRDDORN22,
author = {Runzhuo Ma and
Ashwin Ramaswamy and
Jiashu Xu and
Loc Trinh and
Dani Kiyasseh and
Timothy N. Chu and
Elyssa Y. Wong and
Ryan S. Lee and
Ivan Rodriguez and
Gina Demeo and
Aditya Desai and
Maxwell X. Otiato and
Sidney I. Roberts and
Jessica H. Nguyen and
Jasper Laca and
Yan Liu and
Katarina Urbanova and
Christian Wagner and
Animashree Anandkumar and
Jim C. Hu and
Andrew J. Hung},
title = {Surgical gestures as a method to quantify surgical performance and
predict patient outcomes},
journal = {npj Digit. Medicine},
volume = {5},
year = {2022},
url = {https://doi.org/10.1038/s41746-022-00738-y},
doi = {10.1038/S41746-022-00738-Y},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/MaRXTKCWLRDDORN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/HoellerRCAH22,
author = {David Hoeller and
Nikita Rudin and
Christopher B. Choy and
Animashree Anandkumar and
Marco Hutter},
title = {Neural Scene Representation for Locomotion on Structured Terrain},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {7},
number = {4},
pages = {8667--8674},
year = {2022},
url = {https://doi.org/10.1109/LRA.2022.3184779},
doi = {10.1109/LRA.2022.3184779},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ral/HoellerRCAH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scirobotics/OConnellSSAAYC22,
author = {Michael O'Connell and
Guanya Shi and
Xichen Shi and
Kamyar Azizzadenesheli and
Anima Anandkumar and
Yisong Yue and
Soon{-}Jo Chung},
title = {Neural-Fly enables rapid learning for agile flight in strong winds},
journal = {Sci. Robotics},
volume = {7},
number = {66},
year = {2022},
url = {https://doi.org/10.1126/scirobotics.abm6597},
doi = {10.1126/SCIROBOTICS.ABM6597},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scirobotics/OConnellSSAAYC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/ZhaoDVZALKDA22,
author = {Jiawei Zhao and
Steve Dai and
Rangharajan Venkatesan and
Brian Zimmer and
Mustafa Fayez Ali and
Ming{-}Yu Liu and
Brucek Khailany and
William J. Dally and
Anima Anandkumar},
title = {LNS-Madam: Low-Precision Training in Logarithmic Number System Using
Multiplicative Weight Update},
journal = {{IEEE} Trans. Computers},
volume = {71},
number = {12},
pages = {3179--3190},
year = {2022},
url = {https://doi.org/10.1109/TC.2022.3202747},
doi = {10.1109/TC.2022.3202747},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tc/ZhaoDVZALKDA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/RahmanFARA22,
author = {Md Ashiqur Rahman and
Manuel A. Florez and
Anima Anandkumar and
Zachary E. Ross and
Kamyar Azizzadenesheli},
title = {Generative Adversarial Neural Operators},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=X1VzbBU6xZ},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/RahmanFARA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhaoSA22,
author = {Jiawei Zhao and
Florian Sch{\"{a}}fer and
Anima Anandkumar},
title = {ZerO Initialization: Initializing Neural Networks with only Zeros
and Ones},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=1AxQpKmiTc},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhaoSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LaleAHA22,
author = {Sahin Lale and
Kamyar Azizzadenesheli and
Babak Hassibi and
Animashree Anandkumar},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Reinforcement Learning with Fast Stabilization in Linear Dynamical
Systems},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {5354--5390},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/lale22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LaleAHA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/ShiQLAW22,
author = {Yuanyuan Shi and
Guannan Qu and
Steven H. Low and
Anima Anandkumar and
Adam Wierman},
title = {Stability Constrained Reinforcement Learning for Real-Time Voltage
Control},
booktitle = {American Control Conference, {ACC} 2022, Atlanta, GA, USA, June 8-10,
2022},
pages = {2715--2721},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.23919/ACC53348.2022.9867476},
doi = {10.23919/ACC53348.2022.9867476},
timestamp = {Mon, 06 Nov 2023 12:57:51 +0100},
biburl = {https://dblp.org/rec/conf/amcc/ShiQLAW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/ShiLYSAK22,
author = {Yuanyuan Shi and
Zongyi Li and
Huan Yu and
Drew Steeves and
Anima Anandkumar and
Miroslav Krstic},
title = {Machine Learning Accelerated {PDE} Backstepping Observers},
booktitle = {61st {IEEE} Conference on Decision and Control, {CDC} 2022, Cancun,
Mexico, December 6-9, 2022},
pages = {5423--5428},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CDC51059.2022.9992759},
doi = {10.1109/CDC51059.2022.9992759},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/ShiLYSAK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KarginLAAH22,
author = {Taylan Kargin and
Sahin Lale and
Kamyar Azizzadenesheli and
Animashree Anandkumar and
Babak Hassibi},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Thompson Sampling Achieves {\textdollar}{\textbackslash}tilde\{O\}({\textbackslash}sqrt\{T\}){\textdollar}
Regret in Linear Quadratic Control},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {3235--3284},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/kargin22a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/KarginLAAH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/CaoXWMAX022,
author = {Yulong Cao and
Danfei Xu and
Xinshuo Weng and
Zhuoqing Mao and
Anima Anandkumar and
Chaowei Xiao and
Marco Pavone},
editor = {Karen Liu and
Dana Kulic and
Jeffrey Ichnowski},
title = {Robust Trajectory Prediction against Adversarial Attacks},
booktitle = {Conference on Robot Learning, CoRL 2022, 14-18 December 2022, Auckland,
New Zealand},
series = {Proceedings of Machine Learning Research},
volume = {205},
pages = {128--137},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v205/cao23a.html},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/corl/CaoXWMAX022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiWXYAALL22,
author = {Zhiqi Li and
Wenhai Wang and
Enze Xie and
Zhiding Yu and
Anima Anandkumar and
Jos{\'{e}} M. {\'{A}}lvarez and
Ping Luo and
Tong Lu},
title = {Panoptic SegFormer: Delving Deeper into Panoptic Segmentation with
Transformers},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {1270--1279},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00134},
doi = {10.1109/CVPR52688.2022.00134},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiWXYAALL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangYMKASA22,
author = {Xinlong Wang and
Zhiding Yu and
Shalini De Mello and
Jan Kautz and
Anima Anandkumar and
Chunhua Shen and
Jos{\'{e}} M. {\'{A}}lvarez},
title = {FreeSOLO: Learning to Segment Objects without Annotations},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {14156--14166},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01378},
doi = {10.1109/CVPR52688.2022.01378},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WangYMKASA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/EleziYALA22,
author = {Ismail Elezi and
Zhiding Yu and
Anima Anandkumar and
Laura Leal{-}Taix{\'{e}} and
Jos{\'{e}} M. {\'{A}}lvarez},
title = {Not All Labels Are Equal: Rationalizing The Labeling Costs for Training
Object Detection},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {14472--14481},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01409},
doi = {10.1109/CVPR52688.2022.01409},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/EleziYALA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/JiangMNYZA22,
author = {Huaizu Jiang and
Xiaojian Ma and
Weili Nie and
Zhiding Yu and
Yuke Zhu and
Anima Anandkumar},
title = {Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object
Interactions},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {19034--19043},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01847},
doi = {10.1109/CVPR52688.2022.01847},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/JiangMNYZA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/YangLSMKAKSR22,
author = {Haoyu Yang and
Zongyi Li and
Kumara Sastry and
Saumyadip Mukhopadhyay and
Mark Kilgard and
Anima Anandkumar and
Brucek Khailany and
Vivek Singh and
Haoxing Ren},
editor = {Rob Oshana},
title = {Generic lithography modeling with dual-band optics-inspired neural
networks},
booktitle = {{DAC} '22: 59th {ACM/IEEE} Design Automation Conference, San Francisco,
California, USA, July 10 - 14, 2022},
pages = {973--978},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3489517.3530580},
doi = {10.1145/3489517.3530580},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/YangLSMKAKSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/CaoXAXP22,
author = {Yulong Cao and
Chaowei Xiao and
Anima Anandkumar and
Danfei Xu and
Marco Pavone},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {AdvDO: Realistic Adversarial Attacks for Trajectory Prediction},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13665},
pages = {36--52},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20065-6\_3},
doi = {10.1007/978-3-031-20065-6\_3},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/CaoXAXP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ChrysosGDKPA22,
author = {Grigorios G. Chrysos and
Markos Georgopoulos and
Jiankang Deng and
Jean Kossaifi and
Yannis Panagakis and
Anima Anandkumar},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {Augmenting Deep Classifiers with Polynomial Neural Networks},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XXV}},
series = {Lecture Notes in Computer Science},
volume = {13685},
pages = {692--716},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19806-9\_40},
doi = {10.1007/978-3-031-19806-9\_40},
timestamp = {Fri, 21 Oct 2022 19:54:56 +0200},
biburl = {https://dblp.org/rec/conf/eccv/ChrysosGDKPA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GuibasMLTAC22,
author = {John Guibas and
Morteza Mardani and
Zongyi Li and
Andrew Tao and
Anima Anandkumar and
Bryan Catanzaro},
title = {Efficient Token Mixing for Transformers via Adaptive Fourier Neural
Operators},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=EXHG-A3jlM},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GuibasMLTAC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MaNYJXZZA22,
author = {Xiaojian Ma and
Weili Nie and
Zhiding Yu and
Huaizu Jiang and
Chaowei Xiao and
Yuke Zhu and
Song{-}Chun Zhu and
Anima Anandkumar},
title = {RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=afoV8W3-IYp},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MaNYJXZZA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NieGHXVA22,
author = {Weili Nie and
Brandon Guo and
Yujia Huang and
Chaowei Xiao and
Arash Vahdat and
Animashree Anandkumar},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Diffusion Models for Adversarial Purification},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {16805--16827},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/nie22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/NieGHXVA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002ZMAA22,
author = {Pan Xu and
Hongkai Zheng and
Eric V. Mazumdar and
Kamyar Azizzadenesheli and
Animashree Anandkumar},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Langevin Monte Carlo for Contextual Bandits},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {24830--24850},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/xu22p.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002ZMAA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouYXXAFA22,
author = {Daquan Zhou and
Zhiding Yu and
Enze Xie and
Chaowei Xiao and
Animashree Anandkumar and
Jiashi Feng and
Jos{\'{e}} M. {\'{A}}lvarez},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Understanding The Robustness in Vision Transformers},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {27378--27394},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhou22m.html},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhouYXXAFA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/WongMAZ22,
author = {Josiah Wong and
Viktor Makoviychuk and
Anima Anandkumar and
Yuke Zhu},
title = {{OSCAR:} Data-Driven Operational Space Control for Adaptive and Robust
Robot Manipulation},
booktitle = {2022 International Conference on Robotics and Automation, {ICRA} 2022,
Philadelphia, PA, USA, May 23-27, 2022},
pages = {10519--10526},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICRA46639.2022.9811967},
doi = {10.1109/ICRA46639.2022.9811967},
timestamp = {Thu, 21 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/WongMAZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/Anandkumar22,
author = {Anima Anandkumar},
title = {ScaDL 2022 Invited Talk 3: Million-x speedups through convergence
of {AI} and {HPC}},
booktitle = {{IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} Workshops 2022, Lyon, France, May 30 - June 3, 2022},
pages = {1041},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IPDPSW55747.2022.00168},
doi = {10.1109/IPDPSW55747.2022.00168},
timestamp = {Mon, 08 Aug 2022 16:44:20 +0200},
biburl = {https://dblp.org/rec/conf/ipps/Anandkumar22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FanWJMYZTHZA22,
author = {Linxi Fan and
Guanzhi Wang and
Yunfan Jiang and
Ajay Mandlekar and
Yuncong Yang and
Haoyi Zhu and
Andrew Tang and
De{-}An Huang and
Yuke Zhu and
Anima Anandkumar},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {MineDojo: Building Open-Ended Embodied Agents with Internet-Scale
Knowledge},
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/74a67268c5cc5910f64938cac4526a90-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FanWJMYZTHZA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangYA22,
author = {De{-}An Huang and
Zhiding Yu and
Anima Anandkumar},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {MinVIS: {A} Minimal Video Instance Segmentation Framework without
Video-based Training},
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/ca9567d8ef6b2ea2da0d7eed57b933ee-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuangYA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JeongSLCACP22,
author = {Yoonwoo Jeong and
Seungjoo Shin and
Junha Lee and
Christopher B. Choy and
Anima Anandkumar and
Minsu Cho and
Jaesik Park},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {PeRFception: Perception using Radiance Fields},
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/a76a757ed479a1e6a5f8134bea492f83-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JeongSLCACP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Jin0XA22,
author = {Tianyuan Jin and
Pan Xu and
Xiaokui Xiao and
Anima Anandkumar},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Finite-Time Regret of Thompson Sampling Algorithms for Exponential
Family Multi-Armed Bandits},
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/fb23cf87a9e04d7677b73c47acd060ef-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Jin0XA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiLKALBSA22,
author = {Zongyi Li and
Miguel Liu{-}Schiaffini and
Nikola B. Kovachki and
Kamyar Azizzadenesheli and
Burigede Liu and
Kaushik Bhattacharya and
Andrew M. Stuart and
Anima Anandkumar},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Learning Chaotic Dynamics in Dissipative Systems},
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/6ad68277e27b42c60ac228c9859fc1a2-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiLKALBSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiPPDWF0HAAAM0Z22,
author = {Shuang Li and
Xavier Puig and
Chris Paxton and
Yilun Du and
Clinton Wang and
Linxi Fan and
Tao Chen and
De{-}An Huang and
Ekin Aky{\"{u}}rek and
Anima Anandkumar and
Jacob Andreas and
Igor Mordatch and
Antonio Torralba and
Yuke Zhu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Pre-Trained Language Models for Interactive Decision-Making},
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/ca3b1f24fc0238edf5ed1ad226b9d655-Abstract-Conference.html},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiPPDWF0HAAAM0Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShuNHYGAX22,
author = {Manli Shu and
Weili Nie and
De{-}An Huang and
Zhiding Yu and
Tom Goldstein and
Anima Anandkumar and
Chaowei Xiao},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language
Models},
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/5bf2b802e24106064dc547ae9283bb0c-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShuNHYGAX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangPXXPSLAC22,
author = {Boxin Wang and
Wei Ping and
Chaowei Xiao and
Peng Xu and
Mostofa Patwary and
Mohammad Shoeybi and
Bo Li and
Anima Anandkumar and
Bryan Catanzaro},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale
Language Models},
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/e8c20cafe841cba3e31a17488dc9c3f1-Abstract-Conference.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangPXXPSLAC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rss/Shen0CSGAZ22,
author = {Bokui Shen and
Zhenyu Jiang and
Christopher B. Choy and
Silvio Savarese and
Leonidas J. Guibas and
Anima Anandkumar and
Yuke Zhu},
editor = {Kris Hauser and
Dylan A. Shell and
Shoudong Huang},
title = {{ACID:} Action-Conditional Implicit Visual Dynamics for Deformable
Object Manipulation},
booktitle = {Robotics: Science and Systems XVIII, New York City, NY, USA, June
27 - July 1, 2022},
year = {2022},
url = {https://doi.org/10.15607/RSS.2022.XVIII.001},
doi = {10.15607/RSS.2022.XVIII.001},
timestamp = {Thu, 20 Jul 2023 14:50:03 +0200},
biburl = {https://dblp.org/rec/conf/rss/Shen0CSGAZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tl4nlp/KocielnikKPHAA22,
author = {Rafal Kocielnik and
Sara Kangaslahti and
Shrimai Prabhumoye and
Meena Hari and
R. Michael Alvarez and
Anima Anandkumar},
editor = {Alon Albalak and
Chunting Zhou and
Colin Raffel and
Deepak Ramachandran and
Sebastian Ruder and
Xuezhe Ma},
title = {Can You Label Less by Using Out-of-Domain Data? Active {\&} Transfer
Learning with Few-shot Instructions},
booktitle = {Transfer Learning for Natural Language Processing Workshop, 03 December
2022, New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {203},
pages = {22--32},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v203/kocielnik23a.html},
timestamp = {Tue, 05 Sep 2023 17:08:45 +0200},
biburl = {https://dblp.org/rec/conf/tl4nlp/KocielnikKPHAA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/LiLKLABSA22,
author = {Zongyi Li and
Miguel Liu{-}Schiaffini and
Nikola Borislavov Kovachki and
Burigede Liu and
Kamyar Azizzadenesheli and
Kaushik Bhattacharya and
Andrew M. Stuart and
Anima Anandkumar},
title = {Learning Dissipative Dynamics in Chaotic Systems (Datasets) (Version
1)},
publisher = {Zenodo},
year = {2022},
month = nov,
howpublished = {\url{https://doi.org/10.5281/zenodo.7495555}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.5281/zenodo.7495555},
doi = {10.5281/ZENODO.7495555},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/LiLKLABSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01771,
author = {Shuang Li and
Xavier Puig and
Chris Paxton and
Yilun Du and
Clinton Wang and
Linxi Fan and
Tao Chen and
De{-}An Huang and
Ekin Aky{\"{u}}rek and
Anima Anandkumar and
Jacob Andreas and
Igor Mordatch and
Antonio Torralba and
Yuke Zhu},
title = {Pre-Trained Language Models for Interactive Decision-Making},
journal = {CoRR},
volume = {abs/2202.01771},
year = {2022},
url = {https://arxiv.org/abs/2202.01771},
eprinttype = {arXiv},
eprint = {2202.01771},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04173,
author = {Boxin Wang and
Wei Ping and
Chaowei Xiao and
Peng Xu and
Mostofa Patwary and
Mohammad Shoeybi and
Bo Li and
Anima Anandkumar and
Bryan Catanzaro},
title = {Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale
Language Models},
journal = {CoRR},
volume = {abs/2202.04173},
year = {2022},
url = {https://arxiv.org/abs/2202.04173},
eprinttype = {arXiv},
eprint = {2202.04173},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-04173.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-11214,
author = {Jaideep Pathak and
Shashank Subramanian and
Peter Harrington and
Sanjeev Raja and
Ashesh Chattopadhyay and
Morteza Mardani and
Thorsten Kurth and
David Hall and
Zongyi Li and
Kamyar Azizzadenesheli and
Pedram Hassanzadeh and
Karthik Kashinath and
Animashree Anandkumar},
title = {FourCastNet: {A} Global Data-driven High-resolution Weather Model
using Adaptive Fourier Neural Operators},
journal = {CoRR},
volume = {abs/2202.11214},
year = {2022},
url = {https://arxiv.org/abs/2202.11214},
eprinttype = {arXiv},
eprint = {2202.11214},
timestamp = {Thu, 03 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-11214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-12181,
author = {Xinlong Wang and
Zhiding Yu and
Shalini De Mello and
Jan Kautz and
Anima Anandkumar and
Chunhua Shen and
Jos{\'{e}} M. {\'{A}}lvarez},
title = {FreeSOLO: Learning to Segment Objects without Annotations},
journal = {CoRR},
volume = {abs/2202.12181},
year = {2022},
url = {https://arxiv.org/abs/2202.12181},
eprinttype = {arXiv},
eprint = {2202.12181},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-12181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-06856,
author = {Bokui Shen and
Zhenyu Jiang and
Christopher B. Choy and
Leonidas J. Guibas and
Silvio Savarese and
Anima Anandkumar and
Yuke Zhu},
title = {{ACID:} Action-Conditional Implicit Visual Dynamics for Deformable
Object Manipulation},
journal = {CoRR},
volume = {abs/2203.06856},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.06856},
doi = {10.48550/ARXIV.2203.06856},
eprinttype = {arXiv},
eprint = {2203.06856},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-06856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08616,
author = {Haoyu Yang and
Zongyi Li and
Kumara Sastry and
Saumyadip Mukhopadhyay and
Mark Kilgard and
Anima Anandkumar and
Brucek Khailany and
Vivek Singh and
Haoxing Ren},
title = {Generic Lithography Modeling with Dual-band Optics-Inspired Neural
Networks},
journal = {CoRR},
volume = {abs/2203.08616},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08616},
doi = {10.48550/ARXIV.2203.08616},
eprinttype = {arXiv},
eprint = {2203.08616},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-05088,
author = {Enze Xie and
Zhiding Yu and
Daquan Zhou and
Jonah Philion and
Anima Anandkumar and
Sanja Fidler and
Ping Luo and
Jos{\'{e}} M. {\'{A}}lvarez},
title = {M\({}^{\mbox{2}}\)BEV: Multi-Camera Joint 3D Detection and Segmentation
with Unified Birds-Eye View Representation},
journal = {CoRR},
volume = {abs/2204.05088},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.05088},
doi = {10.48550/ARXIV.2204.05088},
eprinttype = {arXiv},
eprint = {2204.05088},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-05088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-11167,
author = {Xiaojian Ma and
Weili Nie and
Zhiding Yu and
Huaizu Jiang and
Chaowei Xiao and
Yuke Zhu and
Song{-}Chun Zhu and
Anima Anandkumar},
title = {RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning},
journal = {CoRR},
volume = {abs/2204.11167},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.11167},
doi = {10.48550/ARXIV.2204.11167},
eprinttype = {arXiv},
eprint = {2204.11167},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-11167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-12451,
author = {Daquan Zhou and
Zhiding Yu and
Enze Xie and
Chaowei Xiao and
Anima Anandkumar and
Jiashi Feng and
Jos{\'{e}} M. {\'{A}}lvarez},
title = {Understanding The Robustness in Vision Transformers},
journal = {CoRR},
volume = {abs/2204.12451},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.12451},
doi = {10.48550/ARXIV.2204.12451},
eprinttype = {arXiv},
eprint = {2204.12451},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-12451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03017,
author = {Md Ashiqur Rahman and
Manuel A. Florez and
Anima Anandkumar and
Zachary E. Ross and
Kamyar Azizzadenesheli},
title = {Generative Adversarial Neural Operators},
journal = {CoRR},
volume = {abs/2205.03017},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.03017},
doi = {10.48550/ARXIV.2205.03017},
eprinttype = {arXiv},
eprint = {2205.03017},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-03017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03028,
author = {Dani Kiyasseh and
Runzhuo Ma and
Taseen F. Haque and
Jessica H. Nguyen and
Christian Wagner and
Animashree Anandkumar and
Andrew J. Hung},
title = {Quantification of Robotic Surgeries with Vision-Based Deep Learning},
journal = {CoRR},
volume = {abs/2205.03028},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.03028},
doi = {10.48550/ARXIV.2205.03028},
eprinttype = {arXiv},
eprint = {2205.03028},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-03028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-06908,
author = {Michael O'Connell and
Guanya Shi and
Xichen Shi and
Kamyar Azizzadenesheli and
Anima Anandkumar and
Yisong Yue and
Soon{-}Jo Chung},
title = {Neural-Fly Enables Rapid Learning for Agile Flight in Strong Winds},
journal = {CoRR},
volume = {abs/2205.06908},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.06908},
doi = {10.48550/ARXIV.2205.06908},
eprinttype = {arXiv},
eprint = {2205.06908},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-06908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-07460,
author = {Weili Nie and
Brandon Guo and
Yujia Huang and
Chaowei Xiao and
Arash Vahdat and
Anima Anandkumar},
title = {Diffusion Models for Adversarial Purification},
journal = {CoRR},
volume = {abs/2205.07460},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.07460},
doi = {10.48550/ARXIV.2205.07460},
eprinttype = {arXiv},
eprint = {2205.07460},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-07460.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13803,
author = {Huaizu Jiang and
Xiaojian Ma and
Weili Nie and
Zhiding Yu and
Yuke Zhu and
Anima Anandkumar},
title = {Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object
Interactions},
journal = {CoRR},
volume = {abs/2205.13803},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13803},
doi = {10.48550/ARXIV.2205.13803},
eprinttype = {arXiv},
eprint = {2205.13803},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01704,
author = {Sahin Lale and
Yuanyuan Shi and
Guannan Qu and
Kamyar Azizzadenesheli and
Adam Wierman and
Anima Anandkumar},
title = {{KCRL:} Krasovskii-Constrained Reinforcement Learning with Guaranteed
Stability in Nonlinear Dynamical Systems},
journal = {CoRR},
volume = {abs/2206.01704},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01704},
doi = {10.48550/ARXIV.2206.01704},
eprinttype = {arXiv},
eprint = {2206.01704},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03520,
author = {Tianyuan Jin and
Pan Xu and
Xiaokui Xiao and
Anima Anandkumar},
title = {Finite-Time Regret of Thompson Sampling Algorithms for Exponential
Family Multi-Armed Bandits},
journal = {CoRR},
volume = {abs/2206.03520},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03520},
doi = {10.48550/ARXIV.2206.03520},
eprinttype = {arXiv},
eprint = {2206.03520},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03520.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08077,
author = {David Hoeller and
Nikita Rudin and
Christopher B. Choy and
Animashree Anandkumar and
Marco Hutter},
title = {Neural Scene Representation for Locomotion on Structured Terrain},
journal = {CoRR},
volume = {abs/2206.08077},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08077},
doi = {10.48550/ARXIV.2206.08077},
eprinttype = {arXiv},
eprint = {2206.08077},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08520,
author = {Taylan Kargin and
Sahin Lale and
Kamyar Azizzadenesheli and
Anima Anandkumar and
Babak Hassibi},
title = {Thompson Sampling Achieves O{\~}({\(\surd\)}T) Regret in Linear Quadratic
Control},
journal = {CoRR},
volume = {abs/2206.08520},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08520},
doi = {10.48550/ARXIV.2206.08520},
eprinttype = {arXiv},
eprint = {2206.08520},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08520.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08853,
author = {Linxi Fan and
Guanzhi Wang and
Yunfan Jiang and
Ajay Mandlekar and
Yuncong Yang and
Haoyi Zhu and
Andrew Tang and
De{-}An Huang and
Yuke Zhu and
Anima Anandkumar},
title = {MineDojo: Building Open-Ended Embodied Agents with Internet-Scale
Knowledge},
journal = {CoRR},
volume = {abs/2206.08853},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08853},
doi = {10.48550/ARXIV.2206.08853},
eprinttype = {arXiv},
eprint = {2206.08853},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11254,
author = {Pan Xu and
Hongkai Zheng and
Eric Mazumdar and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {Langevin Monte Carlo for Contextual Bandits},
journal = {CoRR},
volume = {abs/2206.11254},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.11254},
doi = {10.48550/ARXIV.2206.11254},
eprinttype = {arXiv},
eprint = {2206.11254},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-11254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-04056,
author = {Haoyu Yang and
Zongyi Li and
Kumara Sastry and
Saumyadip Mukhopadhyay and
Anima Anandkumar and
Brucek Khailany and
Vivek Singh and
Haoxing Ren},
title = {Large Scale Mask Optimization Via Convolutional Fourier Neural Operator
and Litho-Guided Self Training},
journal = {CoRR},
volume = {abs/2207.04056},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.04056},
doi = {10.48550/ARXIV.2207.04056},
eprinttype = {arXiv},
eprint = {2207.04056},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-04056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05209,
author = {Zongyi Li and
Daniel Zhengyu Huang and
Burigede Liu and
Anima Anandkumar},
title = {Fourier Neural Operator with Learned Deformations for PDEs on General
Geometries},
journal = {CoRR},
volume = {abs/2207.05209},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.05209},
doi = {10.48550/ARXIV.2207.05209},
eprinttype = {arXiv},
eprint = {2207.05209},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-05209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-00094,
author = {Yulong Cao and
Danfei Xu and
Xinshuo Weng and
Zhuoqing Mao and
Anima Anandkumar and
Chaowei Xiao and
Marco Pavone},
title = {Robust Trajectory Prediction against Adversarial Attacks},
journal = {CoRR},
volume = {abs/2208.00094},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.00094},
doi = {10.48550/ARXIV.2208.00094},
eprinttype = {arXiv},
eprint = {2208.00094},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-00094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-02245,
author = {De{-}An Huang and
Zhiding Yu and
Anima Anandkumar},
title = {MinVIS: {A} Minimal Video Instance Segmentation Framework without
Video-based Training},
journal = {CoRR},
volume = {abs/2208.02245},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.02245},
doi = {10.48550/ARXIV.2208.02245},
eprinttype = {arXiv},
eprint = {2208.02245},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-02245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-05419,
author = {Thorsten Kurth and
Shashank Subramanian and
Peter Harrington and
Jaideep Pathak and
Morteza Mardani and
David Hall and
Andrea Miele and
Karthik Kashinath and
Animashree Anandkumar},
title = {FourCastNet: Accelerating Global High-Resolution Weather Forecasting
using Adaptive Fourier Neural Operators},
journal = {CoRR},
volume = {abs/2208.05419},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.05419},
doi = {10.48550/ARXIV.2208.05419},
eprinttype = {arXiv},
eprint = {2208.05419},
timestamp = {Wed, 17 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-05419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-11126,
author = {Zichao Wang and
Weili Nie and
Zhuoran Qiao and
Chaowei Xiao and
Richard G. Baraniuk and
Anima Anandkumar},
title = {Retrieval-based Controllable Molecule Generation},
journal = {CoRR},
volume = {abs/2208.11126},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.11126},
doi = {10.48550/ARXIV.2208.11126},
eprinttype = {arXiv},
eprint = {2208.11126},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-11126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-11537,
author = {Yoonwoo Jeong and
Seungjoo Shin and
Junha Lee and
Christopher B. Choy and
Animashree Anandkumar and
Minsu Cho and
Jaesik Park},
title = {PeRFception: Perception using Radiance Fields},
journal = {CoRR},
volume = {abs/2208.11537},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.11537},
doi = {10.48550/ARXIV.2208.11537},
eprinttype = {arXiv},
eprint = {2208.11537},
timestamp = {Tue, 30 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-11537.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07511,
author = {Manli Shu and
Weili Nie and
De{-}An Huang and
Zhiding Yu and
Tom Goldstein and
Anima Anandkumar and
Chaowei Xiao},
title = {Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language
Models},
journal = {CoRR},
volume = {abs/2209.07511},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07511},
doi = {10.48550/ARXIV.2209.07511},
eprinttype = {arXiv},
eprint = {2209.07511},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07669,
author = {Jie Feng and
Yuanyuan Shi and
Guannan Qu and
Steven H. Low and
Anima Anandkumar and
Adam Wierman},
title = {Stability Constrained Reinforcement Learning for Real-Time Voltage
Control in Distribution Systems},
journal = {CoRR},
volume = {abs/2209.07669},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07669},
doi = {10.48550/ARXIV.2209.07669},
eprinttype = {arXiv},
eprint = {2209.07669},
timestamp = {Sat, 30 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07669.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08744,
author = {Yulong Cao and
Chaowei Xiao and
Anima Anandkumar and
Danfei Xu and
Marco Pavone},
title = {AdvDO: Realistic Adversarial Attacks for Trajectory Prediction},
journal = {CoRR},
volume = {abs/2209.08744},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08744},
doi = {10.48550/ARXIV.2209.08744},
eprinttype = {arXiv},
eprint = {2209.08744},
timestamp = {Mon, 19 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08744.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-15171,
author = {Zhuoran Qiao and
Weili Nie and
Arash Vahdat and
Thomas F. Miller III and
Anima Anandkumar},
title = {Dynamic-Backbone Protein-Ligand Structure Prediction with Multiscale
Generative Diffusion Models},
journal = {CoRR},
volume = {abs/2209.15171},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.15171},
doi = {10.48550/ARXIV.2209.15171},
eprinttype = {arXiv},
eprint = {2209.15171},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-15171.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03094,
author = {Yunfan Jiang and
Agrim Gupta and
Zichen Zhang and
Guanzhi Wang and
Yongqiang Dou and
Yanjun Chen and
Li Fei{-}Fei and
Anima Anandkumar and
Yuke Zhu and
Linxi Fan},
title = {{VIMA:} General Robot Manipulation with Multimodal Prompts},
journal = {CoRR},
volume = {abs/2210.03094},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03094},
doi = {10.48550/ARXIV.2210.03094},
eprinttype = {arXiv},
eprint = {2210.03094},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06349,
author = {Dan Su and
Mostofa Patwary and
Shrimai Prabhumoye and
Peng Xu and
Ryan Prenger and
Mohammad Shoeybi and
Pascale Fung and
Anima Anandkumar and
Bryan Catanzaro},
title = {Context Generation Improves Open Domain Question Answering},
journal = {CoRR},
volume = {abs/2210.06349},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06349},
doi = {10.48550/ARXIV.2210.06349},
eprinttype = {arXiv},
eprint = {2210.06349},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06349.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12852,
author = {Junfei Xiao and
Zhichao Xu and
Shiyi Lan and
Zhiding Yu and
Alan L. Yuille and
Anima Anandkumar},
title = {1st Place Solution of The Robust Vision Challenge {(RVC)} 2022 Semantic
Segmentation Track},
journal = {CoRR},
volume = {abs/2210.12852},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12852},
doi = {10.48550/ARXIV.2210.12852},
eprinttype = {arXiv},
eprint = {2210.12852},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-15765,
author = {Mingjie Liu and
Haoyu Yang and
Zongyi Li and
Kumara Sastry and
Saumyadip Mukhopadhyay and
Selim Dogru and
Anima Anandkumar and
David Z. Pan and
Brucek Khailany and
Haoxing Ren},
title = {An Adversarial Active Sampling-based Data Augmentation Framework for
Manufacturable Chip Design},
journal = {CoRR},
volume = {abs/2210.15765},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.15765},
doi = {10.48550/ARXIV.2210.15765},
eprinttype = {arXiv},
eprint = {2210.15765},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-15765.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-17051,
author = {Gege Wen and
Zongyi Li and
Qirui Long and
Kamyar Azizzadenesheli and
Anima Anandkumar and
Sally M. Benson},
title = {Accelerating Carbon Capture and Storage Modeling using Fourier Neural
Operators},
journal = {CoRR},
volume = {abs/2210.17051},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.17051},
doi = {10.48550/ARXIV.2210.17051},
eprinttype = {arXiv},
eprint = {2210.17051},
timestamp = {Thu, 03 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-17051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00322,
author = {Chaowei Xiao and
Zhongzhu Chen and
Kun Jin and
Jiongxiao Wang and
Weili Nie and
Mingyan Liu and
Anima Anandkumar and
Bo Li and
Dawn Song},
title = {DensePure: Understanding Diffusion Models towards Adversarial Robustness},
journal = {CoRR},
volume = {abs/2211.00322},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00322},
doi = {10.48550/ARXIV.2211.00322},
eprinttype = {arXiv},
eprint = {2211.00322},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-11798,
author = {Rafal Kocielnik and
Sara Kangaslahti and
Shrimai Prabhumoye and
Meena Hari and
R. Michael Alvarez and
Anima Anandkumar},
title = {Can You Label Less by Using Out-of-Domain Data? Active {\&} Transfer
Learning with Few-shot Instructions},
journal = {CoRR},
volume = {abs/2211.11798},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.11798},
doi = {10.48550/ARXIV.2211.11798},
eprinttype = {arXiv},
eprint = {2211.11798},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-11798.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-13449,
author = {Hongkai Zheng and
Weili Nie and
Arash Vahdat and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {Fast Sampling of Diffusion Models via Operator Learning},
journal = {CoRR},
volume = {abs/2211.13449},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.13449},
doi = {10.48550/ARXIV.2211.13449},
eprinttype = {arXiv},
eprint = {2211.13449},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-13449.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-15044,
author = {Yuanyuan Shi and
Zongyi Li and
Huan Yu and
Drew Steeves and
Anima Anandkumar and
Miroslav Krstic},
title = {Machine Learning Accelerated {PDE} Backstepping Observers},
journal = {CoRR},
volume = {abs/2211.15044},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.15044},
doi = {10.48550/ARXIV.2211.15044},
eprinttype = {arXiv},
eprint = {2211.15044},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-15044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-15188,
author = {Jiawei Zhao and
Robert Joseph George and
Yifei Zhang and
Zongyi Li and
Anima Anandkumar},
title = {Incremental Fourier Neural Operator},
journal = {CoRR},
volume = {abs/2211.15188},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.15188},
doi = {10.48550/ARXIV.2211.15188},
eprinttype = {arXiv},
eprint = {2211.15188},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-15188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-15960,
author = {Haydn Maust and
Zongyi Li and
Yixuan Wang and
Daniel V. Leibovici and
Oscar P. Bruno and
Thomas Y. Hou and
Anima Anandkumar},
title = {Fourier Continuation for Exact Derivative Computation in Physics-Informed
Neural Operators},
journal = {CoRR},
volume = {abs/2211.15960},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.15960},
doi = {10.48550/ARXIV.2211.15960},
eprinttype = {arXiv},
eprint = {2211.15960},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-15960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-16749,
author = {Jiaqi Gu and
Ben Keller and
Jean Kossaifi and
Anima Anandkumar and
Brucek Khailany and
David Z. Pan},
title = {{HEAT:} Hardware-Efficient Automatic Tensor Decomposition for Transformer
Compression},
journal = {CoRR},
volume = {abs/2211.16749},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.16749},
doi = {10.48550/ARXIV.2211.16749},
eprinttype = {arXiv},
eprint = {2211.16749},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-16749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10789,
author = {Shengchao Liu and
Weili Nie and
Chengpeng Wang and
Jiarui Lu and
Zhuoran Qiao and
Ling Liu and
Jian Tang and
Chaowei Xiao and
Anima Anandkumar},
title = {Multi-modal Molecule Structure-text Model for Text-based Retrieval
and Editing},
journal = {CoRR},
volume = {abs/2212.10789},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10789},
doi = {10.48550/ARXIV.2212.10789},
eprinttype = {arXiv},
eprint = {2212.10789},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10789.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-11296,
author = {Or Sharir and
Garnet Kin{-}Lic Chan and
Anima Anandkumar},
title = {Towards Neural Variational Monte Carlo That Scales Linearly with System
Size},
journal = {CoRR},
volume = {abs/2212.11296},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.11296},
doi = {10.48550/ARXIV.2212.11296},
eprinttype = {arXiv},
eprint = {2212.11296},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-11296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/KolbeinssonKPBA21,
author = {Arinbj{\"{o}}rn Kolbeinsson and
Jean Kossaifi and
Yannis Panagakis and
Adrian Bulat and
Animashree Anandkumar and
Ioanna Tzoulaki and
Paul M. Matthews},
title = {Tensor Dropout for Robust Learning},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {15},
number = {3},
pages = {630--640},
year = {2021},
url = {https://doi.org/10.1109/JSTSP.2021.3064182},
doi = {10.1109/JSTSP.2021.3064182},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/KolbeinssonKPBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/PanagakisKCONAZ21,
author = {Yannis Panagakis and
Jean Kossaifi and
Grigorios G. Chrysos and
James Oldfield and
Mihalis A. Nicolaou and
Anima Anandkumar and
Stefanos Zafeiriou},
title = {Tensor Methods in Computer Vision and Deep Learning},
journal = {Proc. {IEEE}},
volume = {109},
number = {5},
pages = {863--890},
year = {2021},
url = {https://doi.org/10.1109/JPROC.2021.3074329},
doi = {10.1109/JPROC.2021.3074329},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/PanagakisKCONAZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/NakkaLSAYC21,
author = {Yashwanth Kumar Nakka and
Anqi Liu and
Guanya Shi and
Anima Anandkumar and
Yisong Yue and
Soon{-}Jo Chung},
title = {Chance-Constrained Trajectory Optimization for Safe Exploration and
Learning of Nonlinear Systems},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {6},
number = {1},
pages = {389--396},
year = {2021},
url = {https://doi.org/10.1109/LRA.2020.3044033},
doi = {10.1109/LRA.2020.3044033},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ral/NakkaLSAYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AkellaAGAY21,
author = {Ravi Tej Akella and
Kamyar Azizzadenesheli and
Mohammad Ghavamzadeh and
Animashree Anandkumar and
Yisong Yue},
title = {Deep Bayesian Quadrature Policy Optimization},
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 = {6600--6608},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i8.16817},
doi = {10.1609/AAAI.V35I8.16817},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AkellaAGAY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhaoLAY21,
author = {Eric Zhao and
Anqi Liu and
Animashree Anandkumar and
Yisong Yue},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Active Learning under Label Shift},
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 = {3412--3420},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/zhao21b.html},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhaoLAY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/LaleAHA21,
author = {Sahin Lale and
Kamyar Azizzadenesheli and
Babak Hassibi and
Anima Anandkumar},
title = {Adaptive Control and Regret Minimization in Linear Quadratic Gaussian
{(LQG)} Setting},
booktitle = {2021 American Control Conference, {ACC} 2021, New Orleans, LA, USA,
May 25-28, 2021},
pages = {2517--2522},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/ACC50511.2021.9483309},
doi = {10.23919/ACC50511.2021.9483309},
timestamp = {Fri, 30 Jul 2021 11:11:12 +0200},
biburl = {https://dblp.org/rec/conf/amcc/LaleAHA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/LaleAHA21,
author = {Sahin Lale and
Kamyar Azizzadenesheli and
Babak Hassibi and
Anima Anandkumar},
title = {Model Learning Predictive Control in Nonlinear Dynamical Systems},
booktitle = {2021 60th {IEEE} Conference on Decision and Control (CDC), Austin,
TX, USA, December 14-17, 2021},
pages = {757--762},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CDC45484.2021.9683670},
doi = {10.1109/CDC45484.2021.9683670},
timestamp = {Tue, 17 May 2022 15:53:17 +0200},
biburl = {https://dblp.org/rec/conf/cdc/LaleAHA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/LeeLAZ21,
author = {Youngwoon Lee and
Joseph J. Lim and
Anima Anandkumar and
Yuke Zhu},
editor = {Aleksandra Faust and
David Hsu and
Gerhard Neumann},
title = {Adversarial Skill Chaining for Long-Horizon Robot Manipulation via
Terminal State Regularization},
booktitle = {Conference on Robot Learning, 8-11 November 2021, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {164},
pages = {406--416},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v164/lee22a.html},
timestamp = {Wed, 19 Jan 2022 17:10:33 +0100},
biburl = {https://dblp.org/rec/conf/corl/LeeLAZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LanYCRLZDA21,
author = {Shiyi Lan and
Zhiding Yu and
Christopher B. Choy and
Subhashree Radhakrishnan and
Guilin Liu and
Yuke Zhu and
Larry S. Davis and
Anima Anandkumar},
title = {DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence
from Box Supervision},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {3386--3396},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00339},
doi = {10.1109/ICCV48922.2021.00339},
timestamp = {Fri, 11 Mar 2022 10:01:27 +0100},
biburl = {https://dblp.org/rec/conf/iccv/LanYCRLZDA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/JeongACACP21,
author = {Yoonwoo Jeong and
Seokjun Ahn and
Christopher B. Choy and
Animashree Anandkumar and
Minsu Cho and
Jaesik Park},
title = {Self-Calibrating Neural Radiance Fields},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {5826--5834},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00579},
doi = {10.1109/ICCV48922.2021.00579},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/JeongACACP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenYMLAWA21,
author = {Wuyang Chen and
Zhiding Yu and
Shalini De Mello and
Sifei Liu and
Jos{\'{e}} M. {\'{A}}lvarez and
Zhangyang Wang and
Anima Anandkumar},
title = {Contrastive Syn-to-Real Generalization},
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=F8whUO8HNbP},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenYMLAWA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiKALBSA21,
author = {Zongyi Li and
Nikola Borislavov Kovachki and
Kamyar Azizzadenesheli and
Burigede Liu and
Kaushik Bhattacharya and
Andrew M. Stuart and
Anima Anandkumar},
title = {Fourier Neural Operator for Parametric Partial Differential Equations},
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=c8P9NQVtmnO},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiKALBSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChangYWAFA21,
author = {Nadine Chang and
Zhiding Yu and
Yu{-}Xiong Wang and
Animashree Anandkumar and
Sanja Fidler and
Jos{\'{e}} M. {\'{A}}lvarez},
editor = {Marina Meila and
Tong Zhang},
title = {Image-Level or Object-Level? {A} Tale of Two Resampling Strategies
for Long-Tailed Detection},
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 = {1463--1472},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chang21c.html},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChangYWAFA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FanWHY0ZA21,
author = {Linxi Fan and
Guanzhi Wang and
De{-}An Huang and
Zhiding Yu and
Li Fei{-}Fei and
Yuke Zhu and
Animashree Anandkumar},
editor = {Marina Meila and
Tong Zhang},
title = {{SECANT:} Self-Expert Cloning for Zero-Shot Generalization of Visual
Policies},
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 = {3088--3099},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fan21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FanWHY0ZA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuLSGZA21,
author = {Bo Liu and
Qiang Liu and
Peter Stone and
Animesh Garg and
Yuke Zhu and
Anima Anandkumar},
editor = {Marina Meila and
Tong Zhang},
title = {Coach-Player Multi-agent Reinforcement Learning for Dynamic Team Composition},
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 = {6860--6870},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21m.html},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuLSGZA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MahajanSMMGKWZA21,
author = {Anuj Mahajan and
Mikayel Samvelyan and
Lei Mao and
Viktor Makoviychuk and
Animesh Garg and
Jean Kossaifi and
Shimon Whiteson and
Yuke Zhu and
Animashree Anandkumar},
editor = {Marina Meila and
Tong Zhang},
title = {Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning},
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 = {7301--7312},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mahajan21a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MahajanSMMGKWZA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/ShiZTBRAZ21,
author = {Guanya Shi and
Yifeng Zhu and
Jonathan Tremblay and
Stan Birchfield and
Fabio Ramos and
Animashree Anandkumar and
Yuke Zhu},
title = {Fast Uncertainty Quantification for Deep Object Pose Estimation},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2021, Xi'an, China, May 30 - June 5, 2021},
pages = {5200--5207},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICRA48506.2021.9561483},
doi = {10.1109/ICRA48506.2021.9561483},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/ShiZTBRAZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/PanGAZ21,
author = {Xinlei Pan and
Animesh Garg and
Animashree Anandkumar and
Yuke Zhu},
title = {Emergent Hand Morphology and Control from Optimizing Robust Grasps
of Diverse Objects},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2021, Xi'an, China, May 30 - June 5, 2021},
pages = {7540--7547},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICRA48506.2021.9562092},
doi = {10.1109/ICRA48506.2021.9562092},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/PanGAZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ChrysosKYA21,
author = {Grigorios G. Chrysos and
Jean Kossaifi and
Zhiding Yu and
Anima Anandkumar},
title = {Unsupervised Controllable Generation with Self-Training},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9534045},
doi = {10.1109/IJCNN52387.2021.9534045},
timestamp = {Wed, 29 Sep 2021 17:00:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ChrysosKYA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivs/GhodsiHFTTKGA21,
author = {Zahra Ghodsi and
Siva Kumar Sastry Hari and
Iuri Frosio and
Timothy Tsai and
Alejandro J. Troccoli and
Stephen W. Keckler and
Siddharth Garg and
Anima Anandkumar},
title = {Generating and Characterizing Scenarios for Safety Testing of Autonomous
Vehicles},
booktitle = {{IEEE} Intelligent Vehicles Symposium, {IV} 2021, Nagoya, Japan, July
11-17, 2021},
pages = {157--164},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IV48863.2021.9576023},
doi = {10.1109/IV48863.2021.9576023},
timestamp = {Thu, 03 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ivs/GhodsiHFTTKGA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SrikanthLACAA21,
author = {Maya Srikanth and
Anqi Liu and
Nicholas Adams{-}Cohen and
Jian Cao and
R. Michael Alvarez and
Anima Anandkumar},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Dynamic Social Media Monitoring for Fast-Evolving Online Discussions},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3576--3584},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467171},
doi = {10.1145/3447548.3467171},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SrikanthLACAA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/LaleTHA21,
author = {Sahin Lale and
Oguzhan Teke and
Babak Hassibi and
Anima Anandkumar},
editor = {Ali Jadbabaie and
John Lygeros and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Stability and Identification of Random Asynchronous Linear Time-Invariant
Systems},
booktitle = {Proceedings of the 3rd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2021, 7-8 June 2021, Virtual Event, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {144},
pages = {651--663},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v144/lale21a.html},
timestamp = {Mon, 14 Jun 2021 08:02:30 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/LaleTHA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/QuSLAW21,
author = {Guannan Qu and
Yuanyuan Shi and
Sahin Lale and
Anima Anandkumar and
Adam Wierman},
editor = {Ali Jadbabaie and
John Lygeros and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Stable Online Control of Linear Time-Varying Systems},
booktitle = {Proceedings of the 3rd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2021, 7-8 June 2021, Virtual Event, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {144},
pages = {742--753},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v144/qu21a.html},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/QuSLAW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/LaleAHA21,
author = {Sahin Lale and
Kamyar Azizzadenesheli and
Babak Hassibi and
Anima Anandkumar},
editor = {Ali Jadbabaie and
John Lygeros and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Finite-time System Identification and Adaptive Control in Autoregressive
Exogenous Systems},
booktitle = {Proceedings of the 3rd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2021, 7-8 June 2021, Virtual Event, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {144},
pages = {967--979},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v144/lale21b.html},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/LaleAHA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/YuGSA21,
author = {Jing Yu and
Clement Gehring and
Florian Sch{\"{a}}fer and
Animashree Anandkumar},
editor = {Ali Jadbabaie and
John Lygeros and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Robust Reinforcement Learning: {A} Constrained Game-theoretic Approach},
booktitle = {Proceedings of the 3rd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2021, 7-8 June 2021, Virtual Event, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {144},
pages = {1242--1254},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v144/yu21a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/YuGSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/LiuCLXYLSTYA21,
author = {Aishan Liu and
Xinyun Chen and
Yingwei Li and
Chaowei Xiao and
Xun Yang and
Xianglong Liu and
Dawn Song and
Dacheng Tao and
Alan L. Yuille and
Anima Anandkumar},
editor = {Heng Tao Shen and
Yueting Zhuang and
John R. Smith and
Yang Yang and
Pablo C{\'{e}}sar and
Florian Metze and
Balakrishnan Prabhakaran},
title = {ADVM'21: 1st International Workshop on Adversarial Learning for Multimedia},
booktitle = {{MM} '21: {ACM} Multimedia Conference, Virtual Event, China, October
20 - 24, 2021},
pages = {5686--5687},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474085.3478572},
doi = {10.1145/3474085.3478572},
timestamp = {Mon, 22 Apr 2024 21:24:20 +0200},
biburl = {https://dblp.org/rec/conf/mm/LiuCLXYLSTYA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangXKYAW21,
author = {Haotao Wang and
Chaowei Xiao and
Jean Kossaifi and
Zhiding Yu and
Anima Anandkumar and
Zhangyang Wang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {AugMax: Adversarial Composition of Random Augmentations for Robust
Training},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {237--250},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/01e9565cecc4e989123f9620c1d09c09-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangXKYAW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuHBLLBAK21,
author = {Zhiding Yu and
Rui Huang and
Wonmin Byeon and
Sifei Liu and
Guilin Liu and
Thomas M. Breuel and
Anima Anandkumar and
Jan Kautz},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Coupled Segmentation and Edge Learning via Dynamic Graph Propagation},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {4919--4932},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/26ddd45b02859e836d13d4b9fde34281-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YuHBLLBAK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XieWYAAL21,
author = {Enze Xie and
Wenhai Wang and
Zhiding Yu and
Anima Anandkumar and
Jos{\'{e}} M. {\'{A}}lvarez and
Ping Luo},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {SegFormer: Simple and Efficient Design for Semantic Segmentation with
Transformers},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {12077--12090},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/64f1f27bf1b4ec22924fd0acb550c235-Abstract.html},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/XieWYAAL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NieVA21,
author = {Weili Nie and
Arash Vahdat and
Anima Anandkumar},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Controllable and Compositional Generation with Latent-Space Energy-Based
Models},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {13497--13510},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/701d804549a4a23d3cae801dac6c2c75-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/NieVA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SunCCYAMX21,
author = {Jiachen Sun and
Yulong Cao and
Christopher B. Choy and
Zhiding Yu and
Anima Anandkumar and
Zhuoqing Morley Mao and
Chaowei Xiao},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Adversarially Robust 3D Point Cloud Recognition Using Self-Supervisions},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {15498--15512},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/82cadb0649a3af4968404c9f6031b233-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SunCCYAMX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuPXSGAC21,
author = {Chen Zhu and
Wei Ping and
Chaowei Xiao and
Mohammad Shoeybi and
Tom Goldstein and
Anima Anandkumar and
Bryan Catanzaro},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Long-Short Transformer: Efficient Transformers for Language and Vision},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {17723--17736},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/9425be43ba92c2b4454ca7bf602efad8-Abstract.html},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhuPXSGAC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangZSKA21,
author = {Yujia Huang and
Huan Zhang and
Yuanyuan Shi and
J. Zico Kolter and
Anima Anandkumar},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Training Certifiably Robust Neural Networks with Efficient Local Lipschitz
Bounds},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {22745--22757},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/c055dcc749c2632fd4dd806301f05ba6-Abstract.html},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuangZSKA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PrajapatALYA21,
author = {Manish Prajapat and
Kamyar Azizzadenesheli and
Alexander Liniger and
Yisong Yue and
Anima Anandkumar},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Competitive policy optimization},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {64--74},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/prajapat21a.html},
timestamp = {Fri, 17 Dec 2021 17:06:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/PrajapatALYA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mm/2021advm,
editor = {Dawn Song and
Dacheng Tao and
Alan L. Yuille and
Anima Anandkumar and
Aishan Liu and
Xinyun Chen and
Yingwei Li and
Chaowei Xiao and
Xun Yang and
Xianglong Liu},
title = {{ADVM} '21: Proceedings of the 1st International Workshop on Adversarial
Learning for Multimedia, Virtual Event, China, 20 October 2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3475724},
doi = {10.1145/3475724},
isbn = {978-1-4503-8672-2},
timestamp = {Thu, 20 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/2021advm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06614,
author = {Anqi Liu and
Hao Liu and
Tongxin Li and
Saeed Karimi{-}Bidhendi and
Yisong Yue and
Anima Anandkumar},
title = {Disentangling Observed Causal Effects from Latent Confounders using
Method of Moments},
journal = {CoRR},
volume = {abs/2101.06614},
year = {2021},
url = {https://arxiv.org/abs/2101.06614},
eprinttype = {arXiv},
eprint = {2101.06614},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-06614.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-12596,
author = {Maya Srikanth and
Anqi Liu and
Nicholas Adams{-}Cohen and
Jian Cao and
R. Michael Alvarez and
Anima Anandkumar},
title = {Dynamic Social Media Monitoring for Fast-Evolving Online Discussions},
journal = {CoRR},
volume = {abs/2102.12596},
year = {2021},
url = {https://arxiv.org/abs/2102.12596},
eprinttype = {arXiv},
eprint = {2102.12596},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-12596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-07403,
author = {Zahra Ghodsi and
Siva Kumar Sastry Hari and
Iuri Frosio and
Timothy Tsai and
Alejandro J. Troccoli and
Stephen W. Keckler and
Siddharth Garg and
Anima Anandkumar},
title = {Generating and Characterizing Scenarios for Safety Testing of Autonomous
Vehicles},
journal = {CoRR},
volume = {abs/2103.07403},
year = {2021},
url = {https://arxiv.org/abs/2103.07403},
eprinttype = {arXiv},
eprint = {2103.07403},
timestamp = {Thu, 03 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-07403.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-02290,
author = {Wuyang Chen and
Zhiding Yu and
Shalini De Mello and
Sifei Liu and
Jos{\'{e}} M. {\'{A}}lvarez and
Zhangyang Wang and
Anima Anandkumar},
title = {Contrastive Syn-to-Real Generalization},
journal = {CoRR},
volume = {abs/2104.02290},
year = {2021},
url = {https://arxiv.org/abs/2104.02290},
eprinttype = {arXiv},
eprint = {2104.02290},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-02290.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05702,
author = {Nadine Chang and
Zhiding Yu and
Yu{-}Xiong Wang and
Anima Anandkumar and
Sanja Fidler and
Jos{\'{e}} M. {\'{A}}lvarez},
title = {Image-Level or Object-Level? {A} Tale of Two Resampling Strategies
for Long-Tailed Detection},
journal = {CoRR},
volume = {abs/2104.05702},
year = {2021},
url = {https://arxiv.org/abs/2104.05702},
eprinttype = {arXiv},
eprint = {2104.05702},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-14134,
author = {Guannan Qu and
Yuanyuan Shi and
Sahin Lale and
Anima Anandkumar and
Adam Wierman},
title = {Stable Online Control of Linear Time-Varying Systems},
journal = {CoRR},
volume = {abs/2104.14134},
year = {2021},
url = {https://arxiv.org/abs/2104.14134},
eprinttype = {arXiv},
eprint = {2104.14134},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-14134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-06464,
author = {Shiyi Lan and
Zhiding Yu and
Christopher Bongsoo Choy and
Subhashree Radhakrishnan and
Guilin Liu and
Yuke Zhu and
Larry S. Davis and
Anima Anandkumar},
title = {DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence
from Box Supervision},
journal = {CoRR},
volume = {abs/2105.06464},
year = {2021},
url = {https://arxiv.org/abs/2105.06464},
eprinttype = {arXiv},
eprint = {2105.06464},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-06464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-08692,
author = {Bo Liu and
Qiang Liu and
Peter Stone and
Animesh Garg and
Yuke Zhu and
Animashree Anandkumar},
title = {Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition},
journal = {CoRR},
volume = {abs/2105.08692},
year = {2021},
url = {https://arxiv.org/abs/2105.08692},
eprinttype = {arXiv},
eprint = {2105.08692},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-08692.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14655,
author = {Zhuoran Qiao and
Anders S. Christensen and
Frederick R. Manby and
Matthew Welborn and
Anima Anandkumar and
Thomas F. Miller III},
title = {UNiTE: Unitary N-body Tensor Equivariant Network with Applications
to Quantum Chemistry},
journal = {CoRR},
volume = {abs/2105.14655},
year = {2021},
url = {https://arxiv.org/abs/2105.14655},
eprinttype = {arXiv},
eprint = {2105.14655},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-15203,
author = {Enze Xie and
Wenhai Wang and
Zhiding Yu and
Anima Anandkumar and
Jos{\'{e}} M. {\'{A}}lvarez and
Ping Luo},
title = {SegFormer: Simple and Efficient Design for Semantic Segmentation with
Transformers},
journal = {CoRR},
volume = {abs/2105.15203},
year = {2021},
url = {https://arxiv.org/abs/2105.15203},
eprinttype = {arXiv},
eprint = {2105.15203},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-15203.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00136,
author = {Anuj Mahajan and
Mikayel Samvelyan and
Lei Mao and
Viktor Makoviychuk and
Animesh Garg and
Jean Kossaifi and
Shimon Whiteson and
Yuke Zhu and
Animashree Anandkumar},
title = {Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning},
journal = {CoRR},
volume = {abs/2106.00136},
year = {2021},
url = {https://arxiv.org/abs/2106.00136},
eprinttype = {arXiv},
eprint = {2106.00136},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06898,
author = {Zongyi Li and
Nikola B. Kovachki and
Kamyar Azizzadenesheli and
Burigede Liu and
Kaushik Bhattacharya and
Andrew M. Stuart and
Anima Anandkumar},
title = {Markov Neural Operators for Learning Chaotic Systems},
journal = {CoRR},
volume = {abs/2106.06898},
year = {2021},
url = {https://arxiv.org/abs/2106.06898},
eprinttype = {arXiv},
eprint = {2106.06898},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09678,
author = {Linxi Fan and
Guanzhi Wang and
De{-}An Huang and
Zhiding Yu and
Li Fei{-}Fei and
Yuke Zhu and
Anima Anandkumar},
title = {{SECANT:} Self-Expert Cloning for Zero-Shot Generalization of Visual
Policies},
journal = {CoRR},
volume = {abs/2106.09678},
year = {2021},
url = {https://arxiv.org/abs/2106.09678},
eprinttype = {arXiv},
eprint = {2106.09678},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09678.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-11921,
author = {Ismail Elezi and
Zhiding Yu and
Anima Anandkumar and
Laura Leal{-}Taix{\'{e}} and
Jos{\'{e}} M. {\'{A}}lvarez},
title = {Towards Reducing Labeling Cost in Deep Object Detection},
journal = {CoRR},
volume = {abs/2106.11921},
year = {2021},
url = {https://arxiv.org/abs/2106.11921},
eprinttype = {arXiv},
eprint = {2106.11921},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-11921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13914,
author = {Jiawei Zhao and
Steve Dai and
Rangharajan Venkatesan and
Ming{-}Yu Liu and
Brucek Khailany and
Bill Dally and
Anima Anandkumar},
title = {Low-Precision Training in Logarithmic Number System using Multiplicative
Weight Update},
journal = {CoRR},
volume = {abs/2106.13914},
year = {2021},
url = {https://arxiv.org/abs/2106.13914},
eprinttype = {arXiv},
eprint = {2106.13914},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13914.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02192,
author = {Chen Zhu and
Wei Ping and
Chaowei Xiao and
Mohammad Shoeybi and
Tom Goldstein and
Anima Anandkumar and
Bryan Catanzaro},
title = {Long-Short Transformer: Efficient Transformers for Language and Vision},
journal = {CoRR},
volume = {abs/2107.02192},
year = {2021},
url = {https://arxiv.org/abs/2107.02192},
eprinttype = {arXiv},
eprint = {2107.02192},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-03436,
author = {Yannis Panagakis and
Jean Kossaifi and
Grigorios G. Chrysos and
James Oldfield and
Mihalis A. Nicolaou and
Anima Anandkumar and
Stefanos Zafeiriou},
title = {Tensor Methods in Computer Vision and Deep Learning},
journal = {CoRR},
volume = {abs/2107.03436},
year = {2021},
url = {https://arxiv.org/abs/2107.03436},
eprinttype = {arXiv},
eprint = {2107.03436},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-03436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-08481,
author = {Nikola B. Kovachki and
Zongyi Li and
Burigede Liu and
Kamyar Azizzadenesheli and
Kaushik Bhattacharya and
Andrew M. Stuart and
Anima Anandkumar},
title = {Neural Operator: Learning Maps Between Function Spaces},
journal = {CoRR},
volume = {abs/2108.08481},
year = {2021},
url = {https://arxiv.org/abs/2108.08481},
eprinttype = {arXiv},
eprint = {2108.08481},
timestamp = {Mon, 23 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-08481.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11959,
author = {Sahin Lale and
Kamyar Azizzadenesheli and
Babak Hassibi and
Anima Anandkumar},
title = {Finite-time System Identification and Adaptive Control in Autoregressive
Exogenous Systems},
journal = {CoRR},
volume = {abs/2108.11959},
year = {2021},
url = {https://arxiv.org/abs/2108.11959},
eprinttype = {arXiv},
eprint = {2108.11959},
timestamp = {Thu, 09 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-11959.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-13826,
author = {Yoonwoo Jeong and
Seokjun Ahn and
Christopher B. Choy and
Animashree Anandkumar and
Minsu Cho and
Jaesik Park},
title = {Self-Calibrating Neural Radiance Fields},
journal = {CoRR},
volume = {abs/2108.13826},
year = {2021},
url = {https://arxiv.org/abs/2108.13826},
eprinttype = {arXiv},
eprint = {2108.13826},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-13826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-03697,
author = {Gege Wen and
Zongyi Li and
Kamyar Azizzadenesheli and
Anima Anandkumar and
Sally M. Benson},
title = {{U-FNO} - an enhanced Fourier neural operator based-deep learning
model for multiphase flow},
journal = {CoRR},
volume = {abs/2109.03697},
year = {2021},
url = {https://arxiv.org/abs/2109.03697},
eprinttype = {arXiv},
eprint = {2109.03697},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-03697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-03814,
author = {Zhiqi Li and
Wenhai Wang and
Enze Xie and
Zhiding Yu and
Anima Anandkumar and
Jos{\'{e}} M. {\'{A}}lvarez and
Tong Lu and
Ping Luo},
title = {Panoptic SegFormer},
journal = {CoRR},
volume = {abs/2109.03814},
year = {2021},
url = {https://arxiv.org/abs/2109.03814},
eprinttype = {arXiv},
eprint = {2109.03814},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-03814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-12456,
author = {Homanga Bharadhwaj and
De{-}An Huang and
Chaowei Xiao and
Anima Anandkumar and
Animesh Garg},
title = {Auditing {AI} models for Verified Deployment under Semantic Specifications},
journal = {CoRR},
volume = {abs/2109.12456},
year = {2021},
url = {https://arxiv.org/abs/2109.12456},
eprinttype = {arXiv},
eprint = {2109.12456},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-12456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-14854,
author = {Yuanyuan Shi and
Guannan Qu and
Steven H. Low and
Anima Anandkumar and
Adam Wierman},
title = {Stability Constrained Reinforcement Learning for Real-Time Voltage
Control},
journal = {CoRR},
volume = {abs/2109.14854},
year = {2021},
url = {https://arxiv.org/abs/2109.14854},
eprinttype = {arXiv},
eprint = {2109.14854},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-14854.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-00704,
author = {Josiah Wong and
Viktor Makoviychuk and
Anima Anandkumar and
Yuke Zhu},
title = {{OSCAR:} Data-Driven Operational Space Control for Adaptive and Robust
Robot Manipulation},
journal = {CoRR},
volume = {abs/2110.00704},
year = {2021},
url = {https://arxiv.org/abs/2110.00704},
eprinttype = {arXiv},
eprint = {2110.00704},
timestamp = {Fri, 08 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-00704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10873,
author = {Weili Nie and
Arash Vahdat and
Anima Anandkumar},
title = {Controllable and Compositional Generation with Latent-Space Energy-Based
Models},
journal = {CoRR},
volume = {abs/2110.10873},
year = {2021},
url = {https://arxiv.org/abs/2110.10873},
eprinttype = {arXiv},
eprint = {2110.10873},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-10873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12661,
author = {Jiawei Zhao and
Florian Sch{\"{a}}fer and
Anima Anandkumar},
title = {ZerO Initialization: Initializing Residual Networks with only Zeros
and Ones},
journal = {CoRR},
volume = {abs/2110.12661},
year = {2021},
url = {https://arxiv.org/abs/2110.12661},
eprinttype = {arXiv},
eprint = {2110.12661},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12661.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13771,
author = {Haotao Wang and
Chaowei Xiao and
Jean Kossaifi and
Zhiding Yu and
Anima Anandkumar and
Zhangyang Wang},
title = {AugMax: Adversarial Composition of Random Augmentations for Robust
Training},
journal = {CoRR},
volume = {abs/2110.13771},
year = {2021},
url = {https://arxiv.org/abs/2110.13771},
eprinttype = {arXiv},
eprint = {2110.13771},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14538,
author = {Anuj Mahajan and
Mikayel Samvelyan and
Lei Mao and
Viktor Makoviychuk and
Animesh Garg and
Jean Kossaifi and
Shimon Whiteson and
Yuke Zhu and
Animashree Anandkumar},
title = {Reinforcement Learning in Factored Action Spaces using Tensor Decompositions},
journal = {CoRR},
volume = {abs/2110.14538},
year = {2021},
url = {https://arxiv.org/abs/2110.14538},
eprinttype = {arXiv},
eprint = {2110.14538},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14538.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01395,
author = {Yujia Huang and
Huan Zhang and
Yuanyuan Shi and
J. Zico Kolter and
Anima Anandkumar},
title = {Training Certifiably Robust Neural Networks with Efficient Local Lipschitz
Bounds},
journal = {CoRR},
volume = {abs/2111.01395},
year = {2021},
url = {https://arxiv.org/abs/2111.01395},
eprinttype = {arXiv},
eprint = {2111.01395},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-01395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03794,
author = {Zongyi Li and
Hongkai Zheng and
Nikola B. Kovachki and
David Jin and
Haoxuan Chen and
Burigede Liu and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {Physics-Informed Neural Operator for Learning Partial Differential
Equations},
journal = {CoRR},
volume = {abs/2111.03794},
year = {2021},
url = {https://arxiv.org/abs/2111.03794},
eprinttype = {arXiv},
eprint = {2111.03794},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-03794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-07999,
author = {Youngwoon Lee and
Joseph J. Lim and
Anima Anandkumar and
Yuke Zhu},
title = {Adversarial Skill Chaining for Long-Horizon Robot Manipulation via
Terminal State Regularization},
journal = {CoRR},
volume = {abs/2111.07999},
year = {2021},
url = {https://arxiv.org/abs/2111.07999},
eprinttype = {arXiv},
eprint = {2111.07999},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-07999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-08565,
author = {Jeffrey Ma and
Alistair Letcher and
Florian Sch{\"{a}}fer and
Yuanyuan Shi and
Anima Anandkumar},
title = {Polymatrix Competitive Gradient Descent},
journal = {CoRR},
volume = {abs/2111.08565},
year = {2021},
url = {https://arxiv.org/abs/2111.08565},
eprinttype = {arXiv},
eprint = {2111.08565},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-08565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-13587,
author = {John Guibas and
Morteza Mardani and
Zongyi Li and
Andrew Tao and
Anima Anandkumar and
Bryan Catanzaro},
title = {Adaptive Fourier Neural Operators: Efficient Token Mixers for Transformers},
journal = {CoRR},
volume = {abs/2111.13587},
year = {2021},
url = {https://arxiv.org/abs/2111.13587},
eprinttype = {arXiv},
eprint = {2111.13587},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-13587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-03235,
author = {Alexander Lavin and
Hector Zenil and
Brooks Paige and
David Krakauer and
Justin Gottschlich and
Tim Mattson and
Anima Anandkumar and
Sanjay Choudry and
Kamil Rocki and
Atilim G{\"{u}}nes Baydin and
Carina Prunkl and
Olexandr Isayev and
Erik Peterson and
Peter L. McMahon and
Jakob H. Macke and
Kyle Cranmer and
Jiaxin Zhang and
Haruko M. Wainwright and
Adi Hanuka and
Manuela Veloso and
Samuel Assefa and
Stephan Zheng and
Avi Pfeffer},
title = {Simulation Intelligence: Towards a New Generation of Scientific Methods},
journal = {CoRR},
volume = {abs/2112.03235},
year = {2021},
url = {https://arxiv.org/abs/2112.03235},
eprinttype = {arXiv},
eprint = {2112.03235},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-03235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07746,
author = {Kevin Huang and
Sahin Lale and
Ugo Rosolia and
Yuanyuan Shi and
Anima Anandkumar},
title = {{CEM-GD:} Cross-Entropy Method with Gradient Descent Planner for Model-Based
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2112.07746},
year = {2021},
url = {https://arxiv.org/abs/2112.07746},
eprinttype = {arXiv},
eprint = {2112.07746},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07868,
author = {Shrimai Prabhumoye and
Rafal Kocielnik and
Mohammad Shoeybi and
Anima Anandkumar and
Bryan Catanzaro},
title = {Few-shot Instruction Prompts for Pretrained Language Models to Detect
Social Biases},
journal = {CoRR},
volume = {abs/2112.07868},
year = {2021},
url = {https://arxiv.org/abs/2112.07868},
eprinttype = {arXiv},
eprint = {2112.07868},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07868.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KossaifiLKKFA20,
author = {Jean Kossaifi and
Zachary C. Lipton and
Arinbj{\"{o}}rn Kolbeinsson and
Aran Khanna and
Tommaso Furlanello and
Anima Anandkumar},
title = {Tensor Regression Networks},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {123:1--123:21},
year = {2020},
url = {https://jmlr.org/papers/v21/18-503.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KossaifiLKKFA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/BaldiniAM20,
author = {Francesca Baldini and
Animashree Anandkumar and
Richard M. Murray},
title = {Learning Pose Estimation for {UAV} Autonomous Navigation and Landing
Using Visual-Inertial Sensor Data},
booktitle = {2020 American Control Conference, {ACC} 2020, Denver, CO, USA, July
1-3, 2020},
pages = {2961--2966},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.23919/ACC45564.2020.9147400},
doi = {10.23919/ACC45564.2020.9147400},
timestamp = {Sun, 08 Aug 2021 01:40:57 +0200},
biburl = {https://dblp.org/rec/conf/amcc/BaldiniAM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/DaXHBAZBG20,
author = {Xingye Da and
Zhaoming Xie and
David Hoeller and
Byron Boots and
Anima Anandkumar and
Yuke Zhu and
Buck Babich and
Animesh Garg},
editor = {Jens Kober and
Fabio Ramos and
Claire J. Tomlin},
title = {Learning a Contact-Adaptive Controller for Robust, Efficient Legged
Locomotion},
booktitle = {4th Conference on Robot Learning, CoRL 2020, 16-18 November 2020,
Virtual Event / Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {155},
pages = {883--894},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v155/da21a.html},
timestamp = {Tue, 18 Oct 2022 08:35:37 +0200},
biburl = {https://dblp.org/rec/conf/corl/DaXHBAZBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/0005A20,
author = {Yang Shi and
Animashree Anandkumar},
editor = {Ali Bilgin and
Michael W. Marcellin and
Joan Serra{-}Sagrist{\`{a}} and
James A. Storer},
title = {Higher-Order Count Sketch: Dimensionality Reduction that Retains Efficient
Tensor Operations},
booktitle = {Data Compression Conference, {DCC} 2020, Snowbird, UT, USA, March
24-27, 2020},
pages = {394},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DCC47342.2020.00045},
doi = {10.1109/DCC47342.2020.00045},
timestamp = {Sat, 06 Jun 2020 14:37:37 +0200},
biburl = {https://dblp.org/rec/conf/dcc/0005A20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/XuPSPFAC20,
author = {Peng Xu and
Mostofa Patwary and
Mohammad Shoeybi and
Raul Puri and
Pascale Fung and
Anima Anandkumar and
Bryan Catanzaro},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {{MEGATRON-CNTRL:} Controllable Story Generation with External Knowledge
Using Large-Scale Language Models},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {2831--2845},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.226},
doi = {10.18653/V1/2020.EMNLP-MAIN.226},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/XuPSPFAC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/Anandkumar20,
author = {Animashree Anandkumar},
title = {Role of {HPC} in next-generation {AI}},
booktitle = {27th {IEEE} International Conference on High Performance Computing,
Data, and Analytics, HiPC 2020, Pune, India, December 16-19, 2020},
pages = {xx},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/HiPC50609.2020.00010},
doi = {10.1109/HIPC50609.2020.00010},
timestamp = {Wed, 05 May 2021 09:39:23 +0200},
biburl = {https://dblp.org/rec/conf/hipc/Anandkumar20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenLYKSGA20,
author = {Beidi Chen and
Weiyang Liu and
Zhiding Yu and
Jan Kautz and
Anshumali Shrivastava and
Animesh Garg and
Animashree Anandkumar},
title = {Angular Visual Hardness},
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 = {1637--1648},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20n.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenLYKSGA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenYWA20,
author = {Wuyang Chen and
Zhiding Yu and
Zhangyang Wang and
Animashree Anandkumar},
title = {Automated Synthetic-to-Real Generalization},
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 = {1746--1756},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20x.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenYWA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NieKGDPPA20,
author = {Weili Nie and
Tero Karras and
Animesh Garg and
Shoubhik Debnath and
Anjul Patney and
Ankit B. Patel and
Animashree Anandkumar},
title = {Semi-Supervised StyleGAN for Disentanglement Learning},
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 = {7360--7369},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nie20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NieKGDPPA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchaferZA20,
author = {Florian Sch{\"{a}}fer and
Hongkai Zheng and
Animashree Anandkumar},
title = {Implicit competitive regularization in GANs},
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 = {8533--8544},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/schaefer20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SchaferZA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/LiuSCAY20,
author = {Anqi Liu and
Guanya Shi and
Soon{-}Jo Chung and
Anima Anandkumar and
Yisong Yue},
editor = {Alexandre M. Bayen and
Ali Jadbabaie and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Robust Regression for Safe Exploration in Control},
booktitle = {Proceedings of the 2nd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2020, Online Event, Berkeley, CA, USA, 11-12 June
2020},
series = {Proceedings of Machine Learning Research},
volume = {120},
pages = {608--619},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v120/liu20a.html},
timestamp = {Fri, 27 Nov 2020 12:28:41 +0100},
biburl = {https://dblp.org/rec/conf/l4dc/LiuSCAY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BernsteinZM0AY20,
author = {Jeremy Bernstein and
Jiawei Zhao and
Markus Meister and
Ming{-}Yu Liu and
Anima Anandkumar and
Yisong Yue},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Learning compositional functions via multiplicative weight updates},
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/9a32ef65c42085537062753ec435750f-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BernsteinZM0AY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangGDYNTA20,
author = {Yujia Huang and
James Gornet and
Sihui Dai and
Zhiding Yu and
Tan M. Nguyen and
Doris Y. Tsao and
Anima Anandkumar},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Neural Networks with Recurrent Generative Feedback},
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/0660895c22f8a14eb039bfb9beb0778f-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuangGDYNTA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LaleAHA20,
author = {Sahin Lale and
Kamyar Azizzadenesheli and
Babak Hassibi and
Anima Anandkumar},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Logarithmic Regret Bound in Partially Observable Linear Dynamical
Systems},
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/ef8b5fcc338e003145ac9c134754db71-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LaleAHA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Li0AFG20,
author = {Yunzhu Li and
Antonio Torralba and
Anima Anandkumar and
Dieter Fox and
Animesh Garg},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Causal Discovery in Physical Systems from Videos},
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/6822951732be44edf818dc5a97d32ca6-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Li0AFG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiKALSBA20,
author = {Zongyi Li and
Nikola B. Kovachki and
Kamyar Azizzadenesheli and
Burigede Liu and
Andrew M. Stuart and
Kaushik Bhattacharya and
Anima Anandkumar},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Multipole Graph Neural Operator for Parametric Partial Differential
Equations},
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/4b21cf96d4cf612f239a6c322b10c8fe-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiKALSBA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NieYMPZA20,
author = {Weili Nie and
Zhiding Yu and
Lei Mao and
Ankit B. Patel and
Yuke Zhu and
Anima Anandkumar},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Bongard-LOGO: {A} New Benchmark for Human-Level Concept Learning and
Reasoning},
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/bf15e9bbff22c7719020f9df4badc20a-Abstract.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/NieYMPZA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SuBKHKA20,
author = {Jiahao Su and
Wonmin Byeon and
Jean Kossaifi and
Furong Huang and
Jan Kautz and
Anima Anandkumar},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Convolutional Tensor-Train {LSTM} for Spatio-Temporal Learning},
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/9e1a36515d6704d7eb7a30d783400e5d-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SuBKHKA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/JiangEAKMTMPA20,
author = {Chiyu Max Jiang and
Soheil Esmaeilzadeh and
Kamyar Azizzadenesheli and
Karthik Kashinath and
Mustafa Mustafa and
Hamdi A. Tchelepi and
Philip Marcus and
Prabhat and
Anima Anandkumar},
editor = {Christine Cuicchi and
Irene Qualters and
William T. Kramer},
title = {MeshfreeFlowNet: a physics-constrained deep continuous space-time
super-resolution framework},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2020, Virtual Event / Atlanta,
Georgia, USA, November 9-19, 2020},
pages = {9},
publisher = {{IEEE/ACM}},
year = {2020},
url = {https://doi.org/10.1109/SC41405.2020.00013},
doi = {10.1109/SC41405.2020.00013},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/JiangEAKMTMPA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RenZLAG20,
author = {Hongyu Ren and
Yuke Zhu and
Jure Leskovec and
Animashree Anandkumar and
Animesh Garg},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {{OCEAN:} Online Task Inference for Compositional Tasks with Context
Adaptation},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {1378--1387},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/ren20a.html},
timestamp = {Tue, 07 May 2024 20:09:01 +0200},
biburl = {https://dblp.org/rec/conf/uai/RenZLAG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-00082,
author = {Sahin Lale and
Kamyar Azizzadenesheli and
Babak Hassibi and
Anima Anandkumar},
title = {Regret Minimization in Partially Observable Linear Quadratic Control},
journal = {CoRR},
volume = {abs/2002.00082},
year = {2020},
url = {https://arxiv.org/abs/2002.00082},
eprinttype = {arXiv},
eprint = {2002.00082},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-00082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09131,
author = {Jiahao Su and
Wonmin Byeon and
Furong Huang and
Jan Kautz and
Animashree Anandkumar},
title = {Convolutional Tensor-Train {LSTM} for Spatio-temporal Learning},
journal = {CoRR},
volume = {abs/2002.09131},
year = {2020},
url = {https://arxiv.org/abs/2002.09131},
eprinttype = {arXiv},
eprint = {2002.09131},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-03461,
author = {Weili Nie and
Tero Karras and
Animesh Garg and
Shoubhik Debnath and
Anjul Patney and
Ankit B. Patel and
Anima Anandkumar},
title = {Semi-Supervised StyleGAN for Disentanglement Learning},
journal = {CoRR},
volume = {abs/2003.03461},
year = {2020},
url = {https://arxiv.org/abs/2003.03461},
eprinttype = {arXiv},
eprint = {2003.03461},
timestamp = {Mon, 07 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-03461.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-03485,
author = {Zongyi Li and
Nikola B. Kovachki and
Kamyar Azizzadenesheli and
Burigede Liu and
Kaushik Bhattacharya and
Andrew M. Stuart and
Anima Anandkumar},
title = {Neural Operator: Graph Kernel Network for Partial Differential Equations},
journal = {CoRR},
volume = {abs/2003.03485},
year = {2020},
url = {https://arxiv.org/abs/2003.03485},
eprinttype = {arXiv},
eprint = {2003.03485},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-03485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-05999,
author = {Sahin Lale and
Kamyar Azizzadenesheli and
Babak Hassibi and
Anima Anandkumar},
title = {Regret Bound of Adaptive Control in Linear Quadratic Gaussian {(LQG)}
Systems},
journal = {CoRR},
volume = {abs/2003.05999},
year = {2020},
url = {https://arxiv.org/abs/2003.05999},
eprinttype = {arXiv},
eprint = {2003.05999},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-05999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-11227,
author = {Sahin Lale and
Kamyar Azizzadenesheli and
Babak Hassibi and
Anima Anandkumar},
title = {Logarithmic Regret Bound in Partially Observable Linear Dynamical
Systems},
journal = {CoRR},
volume = {abs/2003.11227},
year = {2020},
url = {https://arxiv.org/abs/2003.11227},
eprinttype = {arXiv},
eprint = {2003.11227},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-11227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-07984,
author = {Majid Janzamin and
Rong Ge and
Jean Kossaifi and
Anima Anandkumar},
title = {Spectral Learning on Matrices and Tensors},
journal = {CoRR},
volume = {abs/2004.07984},
year = {2020},
url = {https://arxiv.org/abs/2004.07984},
eprinttype = {arXiv},
eprint = {2004.07984},
timestamp = {Tue, 21 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-07984.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-01463,
author = {Chiyu Max Jiang and
Soheil Esmaeilzadeh and
Kamyar Azizzadenesheli and
Karthik Kashinath and
Mustafa Mustafa and
Hamdi A. Tchelepi and
Philip Marcus and
Prabhat and
Anima Anandkumar},
title = {MeshfreeFlowNet: {A} Physics-Constrained Deep Continuous Space-Time
Super-Resolution Framework},
journal = {CoRR},
volume = {abs/2005.01463},
year = {2020},
url = {https://arxiv.org/abs/2005.01463},
eprinttype = {arXiv},
eprint = {2005.01463},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-01463.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04374,
author = {Yashwanth Kumar Nakka and
Anqi Liu and
Guanya Shi and
Anima Anandkumar and
Yisong Yue and
Soon{-}Jo Chung},
title = {Chance-Constrained Trajectory Optimization for Safe Exploration and
Learning of Nonlinear Systems},
journal = {CoRR},
volume = {abs/2005.04374},
year = {2020},
url = {https://arxiv.org/abs/2005.04374},
eprinttype = {arXiv},
eprint = {2005.04374},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-04374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09535,
author = {Zongyi Li and
Nikola B. Kovachki and
Kamyar Azizzadenesheli and
Burigede Liu and
Kaushik Bhattacharya and
Andrew M. Stuart and
Anima Anandkumar},
title = {Multipole Graph Neural Operator for Parametric Partial Differential
Equations},
journal = {CoRR},
volume = {abs/2006.09535},
year = {2020},
url = {https://arxiv.org/abs/2006.09535},
eprinttype = {arXiv},
eprint = {2006.09535},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-09535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10179,
author = {Florian Sch{\"{a}}fer and
Anima Anandkumar and
Houman Owhadi},
title = {Competitive Mirror Descent},
journal = {CoRR},
volume = {abs/2006.10179},
year = {2020},
url = {https://arxiv.org/abs/2006.10179},
eprinttype = {arXiv},
eprint = {2006.10179},
timestamp = {Wed, 24 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10611,
author = {Manish Prajapat and
Kamyar Azizzadenesheli and
Alexander Liniger and
Yisong Yue and
Anima Anandkumar},
title = {Competitive Policy Optimization},
journal = {CoRR},
volume = {abs/2006.10611},
year = {2020},
url = {https://arxiv.org/abs/2006.10611},
eprinttype = {arXiv},
eprint = {2006.10611},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14560,
author = {Jeremy Bernstein and
Jiawei Zhao and
Markus Meister and
Ming{-}Yu Liu and
Anima Anandkumar and
Yisong Yue},
title = {Learning compositional functions via multiplicative weight updates},
journal = {CoRR},
volume = {abs/2006.14560},
year = {2020},
url = {https://arxiv.org/abs/2006.14560},
eprinttype = {arXiv},
eprint = {2006.14560},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15637,
author = {Ravi Tej Akella and
Kamyar Azizzadenesheli and
Mohammad Ghavamzadeh and
Anima Anandkumar and
Yisong Yue},
title = {Deep Bayesian Quadrature Policy Optimization},
journal = {CoRR},
volume = {abs/2006.15637},
year = {2020},
url = {https://arxiv.org/abs/2006.15637},
eprinttype = {arXiv},
eprint = {2006.15637},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15637.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00631,
author = {Yunzhu Li and
Antonio Torralba and
Animashree Anandkumar and
Dieter Fox and
Animesh Garg},
title = {Causal Discovery in Physical Systems from Videos},
journal = {CoRR},
volume = {abs/2007.00631},
year = {2020},
url = {https://arxiv.org/abs/2007.00631},
eprinttype = {arXiv},
eprint = {2007.00631},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00631.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-06965,
author = {Wuyang Chen and
Zhiding Yu and
Zhangyang Wang and
Anima Anandkumar},
title = {Automated Synthetic-to-Real Generalization},
journal = {CoRR},
volume = {abs/2007.06965},
year = {2020},
url = {https://arxiv.org/abs/2007.06965},
eprinttype = {arXiv},
eprint = {2007.06965},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-06965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08026,
author = {Zhuoran Qiao and
Matthew Welborn and
Animashree Anandkumar and
Frederick R. Manby and
Thomas F. Miller III},
title = {OrbNet: Deep Learning for Quantum Chemistry Using Symmetry-Adapted
Atomic-Orbital Features},
journal = {CoRR},
volume = {abs/2007.08026},
year = {2020},
url = {https://arxiv.org/abs/2007.08026},
eprinttype = {arXiv},
eprint = {2007.08026},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-08026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08479,
author = {Eric Zhao and
Anqi Liu and
Animashree Anandkumar and
Yisong Yue},
title = {Active Learning under Label Shift},
journal = {CoRR},
volume = {abs/2007.08479},
year = {2020},
url = {https://arxiv.org/abs/2007.08479},
eprinttype = {arXiv},
eprint = {2007.08479},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-08479.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09200,
author = {Yujia Huang and
James Gornet and
Sihui Dai and
Zhiding Yu and
Tan M. Nguyen and
Doris Y. Tsao and
Anima Anandkumar},
title = {Neural Networks with Recurrent Generative Feedback},
journal = {CoRR},
volume = {abs/2007.09200},
year = {2020},
url = {https://arxiv.org/abs/2007.09200},
eprinttype = {arXiv},
eprint = {2007.09200},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09200.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09250,
author = {Grigorios G. Chrysos and
Jean Kossaifi and
Zhiding Yu and
Anima Anandkumar},
title = {Unsupervised Controllable Generation with Self-Training},
journal = {CoRR},
volume = {abs/2007.09250},
year = {2020},
url = {https://arxiv.org/abs/2007.09250},
eprinttype = {arXiv},
eprint = {2007.09250},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-12291,
author = {Sahin Lale and
Kamyar Azizzadenesheli and
Babak Hassibi and
Anima Anandkumar},
title = {Explore More and Improve Regret in Linear Quadratic Regulators},
journal = {CoRR},
volume = {abs/2007.12291},
year = {2020},
url = {https://arxiv.org/abs/2007.12291},
eprinttype = {arXiv},
eprint = {2007.12291},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-12291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-07087,
author = {Hongyu Ren and
Yuke Zhu and
Jure Leskovec and
Anima Anandkumar and
Animesh Garg},
title = {{OCEAN:} Online Task Inference for Compositional Tasks with Context
Adaptation},
journal = {CoRR},
volume = {abs/2008.07087},
year = {2020},
url = {https://arxiv.org/abs/2008.07087},
eprinttype = {arXiv},
eprint = {2008.07087},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-07087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-11833,
author = {Francisco Luongo and
Ryan Hakim and
Jessica H. Nguyen and
Animashree Anandkumar and
Andrew J. Hung},
title = {Deep learning-based computer vision to recognize and classify suturing
gestures in robot-assisted surgery},
journal = {CoRR},
volume = {abs/2008.11833},
year = {2020},
url = {https://arxiv.org/abs/2008.11833},
eprinttype = {arXiv},
eprint = {2008.11833},
timestamp = {Tue, 15 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-11833.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-10019,
author = {Xingye Da and
Zhaoming Xie and
David Hoeller and
Byron Boots and
Animashree Anandkumar and
Yuke Zhu and
Buck Babich and
Animesh Garg},
title = {Learning a Contact-Adaptive Controller for Robust, Efficient Legged
Locomotion},
journal = {CoRR},
volume = {abs/2009.10019},
year = {2020},
url = {https://arxiv.org/abs/2009.10019},
eprinttype = {arXiv},
eprint = {2009.10019},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-10019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00763,
author = {Weili Nie and
Zhiding Yu and
Lei Mao and
Ankit B. Patel and
Yuke Zhu and
Animashree Anandkumar},
title = {Bongard-LOGO: {A} New Benchmark for Human-Level Concept Learning and
Reasoning},
journal = {CoRR},
volume = {abs/2010.00763},
year = {2020},
url = {https://arxiv.org/abs/2010.00763},
eprinttype = {arXiv},
eprint = {2010.00763},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-00763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00840,
author = {Peng Xu and
Mostofa Patwary and
Mohammad Shoeybi and
Raul Puri and
Pascale Fung and
Anima Anandkumar and
Bryan Catanzaro},
title = {{MEGATRON-CNTRL:} Controllable Story Generation with External Knowledge
Using Large-Scale Language Models},
journal = {CoRR},
volume = {abs/2010.00840},
year = {2020},
url = {https://arxiv.org/abs/2010.00840},
eprinttype = {arXiv},
eprint = {2010.00840},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-00840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05784,
author = {Haoxuan Wang and
Anqi Liu and
Zhiding Yu and
Yisong Yue and
Anima Anandkumar},
title = {Distributionally Robust Learning for Unsupervised Domain Adaptation},
journal = {CoRR},
volume = {abs/2010.05784},
year = {2020},
url = {https://arxiv.org/abs/2010.05784},
eprinttype = {arXiv},
eprint = {2010.05784},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-05784.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-08895,
author = {Zongyi Li and
Nikola B. Kovachki and
Kamyar Azizzadenesheli and
Burigede Liu and
Kaushik Bhattacharya and
Andrew M. Stuart and
Anima Anandkumar},
title = {Fourier Neural Operator for Parametric Partial Differential Equations},
journal = {CoRR},
volume = {abs/2010.08895},
year = {2020},
url = {https://arxiv.org/abs/2010.08895},
eprinttype = {arXiv},
eprint = {2010.08895},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-08895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-02680,
author = {Zhuoran Qiao and
Feizhi Ding and
Matthew Welborn and
Peter J. Bygrave and
Daniel G. A. Smith and
Animashree Anandkumar and
Frederick R. Manby and
Thomas F. Miller III},
title = {Multi-task learning for electronic structure to predict and explore
molecular potential energy surfaces},
journal = {CoRR},
volume = {abs/2011.02680},
year = {2020},
url = {https://arxiv.org/abs/2011.02680},
eprinttype = {arXiv},
eprint = {2011.02680},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-02680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-07748,
author = {Guanya Shi and
Yifeng Zhu and
Jonathan Tremblay and
Stan Birchfield and
Fabio Ramos and
Animashree Anandkumar and
Yuke Zhu},
title = {Fast Uncertainty Quantification for Deep Object Pose Estimation},
journal = {CoRR},
volume = {abs/2011.07748},
year = {2020},
url = {https://arxiv.org/abs/2011.07748},
eprinttype = {arXiv},
eprint = {2011.07748},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-07748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-04160,
author = {Sahin Lale and
Oguzhan Teke and
Babak Hassibi and
Anima Anandkumar},
title = {Stability and Identification of Random Asynchronous Linear Time-Invariant
Systems},
journal = {CoRR},
volume = {abs/2012.04160},
year = {2020},
url = {https://arxiv.org/abs/2012.04160},
eprinttype = {arXiv},
eprint = {2012.04160},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-04160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12209,
author = {Xinlei Pan and
Animesh Garg and
Animashree Anandkumar and
Yuke Zhu},
title = {Emergent Hand Morphology and Control from Optimizing Robust Grasps
of Diverse Objects},
journal = {CoRR},
volume = {abs/2012.12209},
year = {2020},
url = {https://arxiv.org/abs/2012.12209},
eprinttype = {arXiv},
eprint = {2012.12209},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/JanzaminGKA19,
author = {Majid Janzamin and
Rong Ge and
Jean Kossaifi and
Anima Anandkumar},
title = {Spectral Learning on Matrices and Tensors},
journal = {Found. Trends Mach. Learn.},
volume = {12},
number = {5-6},
pages = {393--536},
year = {2019},
url = {https://doi.org/10.1561/2200000057},
doi = {10.1561/2200000057},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ftml/JanzaminGKA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KossaifiPAP19,
author = {Jean Kossaifi and
Yannis Panagakis and
Anima Anandkumar and
Maja Pantic},
title = {TensorLy: Tensor Learning in Python},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {26:1--26:6},
year = {2019},
url = {https://jmlr.org/papers/v20/18-277.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KossaifiPAP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Azizzadenesheli19,
author = {Kamyar Azizzadenesheli and
Anqi Liu and
Fanny Yang and
Animashree Anandkumar},
title = {Regularized Learning for Domain Adaptation under Label Shifts},
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=rJl0r3R9KX},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Azizzadenesheli19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BernsteinZAA19,
author = {Jeremy Bernstein and
Jiawei Zhao and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {signSGD with Majority Vote is Communication Efficient and Fault Tolerant},
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=BJxhijAcY7},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BernsteinZAA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuLAR19,
author = {Peiyun Hu and
Zachary C. Lipton and
Anima Anandkumar and
Deva Ramanan},
title = {Active Learning with Partial Feedback},
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=HJfSEnRqKQ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuLAR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CvitkovicSA19,
author = {Milan Cvitkovic and
Badal Singh and
Animashree Anandkumar},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Open Vocabulary Learning on Source Code with a Graph-Structured Cache},
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 = {1475--1485},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/cvitkovic19b.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/CvitkovicSA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnlsp/JainBNA19,
author = {Shobhit Jain and
Sravan Babu Bodapati and
Ramesh Nallapati and
Anima Anandkumar},
editor = {Mourad Abbas and
Abed Alhakim Freihat},
title = {Multi Sense Embeddings from Topic Models},
booktitle = {3rd International Conference on Natural Language and Speech Processing,
{ICNLSP} 2019, Trento, Italy, September 12-13, 2019},
pages = {34--41},
publisher = {Association for Computational Linguistics},
year = {2019},
timestamp = {Wed, 13 Nov 2019 15:23:11 +0100},
biburl = {https://dblp.org/rec/conf/icnlsp/JainBNA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/ShiSOYAAYC19,
author = {Guanya Shi and
Xichen Shi and
Michael O'Connell and
Rose Yu and
Kamyar Azizzadenesheli and
Animashree Anandkumar and
Yisong Yue and
Soon{-}Jo Chung},
title = {Neural Lander: Stable Drone Landing Control Using Learned Dynamics},
booktitle = {International Conference on Robotics and Automation, {ICRA} 2019,
Montreal, QC, Canada, May 20-24, 2019},
pages = {9784--9790},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICRA.2019.8794351},
doi = {10.1109/ICRA.2019.8794351},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/ShiSOYAAYC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchaferA19,
author = {Florian Sch{\"{a}}fer and
Anima Anandkumar},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Competitive Gradient Descent},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {7623--7633},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/56c51a39a7c77d8084838cc920585bd0-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SchaferA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HuangNPCSA19,
author = {Furong Huang and
U. N. Niranjan and
Ioakeim Perros and
Robert Chen and
Jimeng Sun and
Anima Anandkumar},
editor = {Amir Globerson and
Ricardo Silva},
title = {Guaranteed Scalable Learning of Latent Tree Models},
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 = {883--893},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/huang20b.html},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/HuangNPCSA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09490,
author = {Sahin Lale and
Kamyar Azizzadenesheli and
Anima Anandkumar and
Babak Hassibi},
title = {Stochastic Linear Bandits with Hidden Low Rank Structure},
journal = {CoRR},
volume = {abs/1901.09490},
year = {2019},
url = {http://arxiv.org/abs/1901.09490},
eprinttype = {arXiv},
eprint = {1901.09490},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09490.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-11261,
author = {Yang Shi and
Animashree Anandkumar},
title = {Multi-dimensional Tensor Sketch},
journal = {CoRR},
volume = {abs/1901.11261},
year = {2019},
url = {http://arxiv.org/abs/1901.11261},
eprinttype = {arXiv},
eprint = {1901.11261},
timestamp = {Thu, 17 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-11261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10758,
author = {Arinbj{\"{o}}rn Kolbeinsson and
Jean Kossaifi and
Yannis Panagakis and
Anima Anandkumar and
Ioanna Tzoulaki and
Paul M. Matthews},
title = {Stochastically Rank-Regularized Tensor Regression Networks},
journal = {CoRR},
volume = {abs/1902.10758},
year = {2019},
url = {http://arxiv.org/abs/1902.10758},
eprinttype = {arXiv},
eprint = {1902.10758},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10758.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-09734,
author = {Kamyar Azizzadenesheli and
Anqi Liu and
Fanny Yang and
Animashree Anandkumar},
title = {Regularized Learning for Domain Adaptation under Label Shifts},
journal = {CoRR},
volume = {abs/1903.09734},
year = {2019},
url = {http://arxiv.org/abs/1903.09734},
eprinttype = {arXiv},
eprint = {1903.09734},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-09734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12103,
author = {Florian Sch{\"{a}}fer and
Anima Anandkumar},
title = {Competitive Gradient Descent},
journal = {CoRR},
volume = {abs/1905.12103},
year = {2019},
url = {http://arxiv.org/abs/1905.12103},
eprinttype = {arXiv},
eprint = {1905.12103},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-05819,
author = {Anqi Liu and
Guanya Shi and
Soon{-}Jo Chung and
Anima Anandkumar and
Yisong Yue},
title = {Robust Regression for Safe Exploration in Control},
journal = {CoRR},
volume = {abs/1906.05819},
year = {2019},
url = {http://arxiv.org/abs/1906.05819},
eprinttype = {arXiv},
eprint = {1906.05819},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-05819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10437,
author = {Amy Zhang and
Zachary C. Lipton and
Luis Pineda and
Kamyar Azizzadenesheli and
Anima Anandkumar and
Laurent Itti and
Joelle Pineau and
Tommaso Furlanello},
title = {Learning Causal State Representations of Partially Observable Environments},
journal = {CoRR},
volume = {abs/1906.10437},
year = {2019},
url = {http://arxiv.org/abs/1906.10437},
eprinttype = {arXiv},
eprint = {1906.10437},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10437.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-00496,
author = {Zachary E. Ross and
Daniel T. Trugman and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {Directivity Modes of Earthquake Populations with Unsupervised Learning},
journal = {CoRR},
volume = {abs/1907.00496},
year = {2019},
url = {http://arxiv.org/abs/1907.00496},
eprinttype = {arXiv},
eprint = {1907.00496},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-00496.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-04572,
author = {Yujia Huang and
Sihui Dai and
Tan M. Nguyen and
Richard G. Baraniuk and
Anima Anandkumar},
title = {Out-of-Distribution Detection Using Neural Rendering Generative Models},
journal = {CoRR},
volume = {abs/1907.04572},
year = {2019},
url = {http://arxiv.org/abs/1907.04572},
eprinttype = {arXiv},
eprint = {1907.04572},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-04572.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-07746,
author = {Shobhit Jain and
Sravan Babu Bodapati and
Ramesh Nallapati and
Anima Anandkumar},
title = {Multi Sense Embeddings from Topic Models},
journal = {CoRR},
volume = {abs/1909.07746},
year = {2019},
url = {http://arxiv.org/abs/1909.07746},
eprinttype = {arXiv},
eprint = {1909.07746},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-07746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05852,
author = {Florian Sch{\"{a}}fer and
Hongkai Zheng and
Anima Anandkumar},
title = {Implicit competitive regularization in GANs},
journal = {CoRR},
volume = {abs/1910.05852},
year = {2019},
url = {http://arxiv.org/abs/1910.05852},
eprinttype = {arXiv},
eprint = {1910.05852},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-01545,
author = {Forough Arabshahi and
Zhichu Lu and
Sameer Singh and
Animashree Anandkumar},
title = {Memory Augmented Recursive Neural Networks},
journal = {CoRR},
volume = {abs/1911.01545},
year = {2019},
url = {http://arxiv.org/abs/1911.01545},
eprinttype = {arXiv},
eprint = {1911.01545},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-01545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-05332,
author = {Anqi Liu and
Maya Srikanth and
Nicholas Adams{-}Cohen and
R. Michael Alvarez and
Anima Anandkumar},
title = {Finding Social Media Trolls: Dynamic Keyword Selection Methods for
Rapidly-Evolving Online Debates},
journal = {CoRR},
volume = {abs/1911.05332},
year = {2019},
url = {http://arxiv.org/abs/1911.05332},
eprinttype = {arXiv},
eprint = {1911.05332},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-05332.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-05811,
author = {Anqi Liu and
Hao Liu and
Anima Anandkumar and
Yisong Yue},
title = {Triply Robust Off-Policy Evaluation},
journal = {CoRR},
volume = {abs/1911.05811},
year = {2019},
url = {http://arxiv.org/abs/1911.05811},
eprinttype = {arXiv},
eprint = {1911.05811},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-05811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02279,
author = {Beidi Chen and
Weiyang Liu and
Animesh Garg and
Zhiding Yu and
Anshumali Shrivastava and
Jan Kautz and
Anima Anandkumar},
title = {Angular Visual Hardness},
journal = {CoRR},
volume = {abs/1912.02279},
year = {2019},
url = {http://arxiv.org/abs/1912.02279},
eprinttype = {arXiv},
eprint = {1912.02279},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02279.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-03978,
author = {Tan M. Nguyen and
Animesh Garg and
Richard G. Baraniuk and
Anima Anandkumar},
title = {InfoCNF: An Efficient Conditional Continuous Normalizing Flow with
Adaptive Solvers},
journal = {CoRR},
volume = {abs/1912.03978},
year = {2019},
url = {http://arxiv.org/abs/1912.03978},
eprinttype = {arXiv},
eprint = {1912.03978},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-03978.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-04527,
author = {Francesca Baldini and
Animashree Anandkumar and
Richard M. Murray},
title = {Learning Pose Estimation for {UAV} Autonomous Navigation andLanding
Using Visual-Inertial Sensor Data},
journal = {CoRR},
volume = {abs/1912.04527},
year = {2019},
url = {http://arxiv.org/abs/1912.04527},
eprinttype = {arXiv},
eprint = {1912.04527},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-04527.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-manifestos/AcarAMRT18,
author = {Evrim Acar and
Animashree Anandkumar and
Lenore Mullin and
Sebnem Rusitschka and
Volker Tresp},
title = {Tensor Computing for Internet of Things (Dagstuhl Perspectives Workshop
16152)},
journal = {Dagstuhl Manifestos},
volume = {7},
number = {1},
pages = {52--68},
year = {2018},
url = {https://doi.org/10.4230/DagMan.7.1.52},
doi = {10.4230/DAGMAN.7.1.52},
timestamp = {Wed, 30 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-manifestos/AcarAMRT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/AthiwaratkunWA18,
author = {Ben Athiwaratkun and
Andrew Gordon Wilson and
Anima Anandkumar},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {Probabilistic FastText for Multi-Sense Word Embeddings},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {1--11},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1001/},
doi = {10.18653/V1/P18-1001},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/AthiwaratkunWA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ShiFZA18,
author = {Yang Shi and
Tommaso Furlanello and
Sheng Zha and
Animashree Anandkumar},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Question Type Guided Attention in Visual Question Answering},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11208},
pages = {158--175},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01225-0\_10},
doi = {10.1007/978-3-030-01225-0\_10},
timestamp = {Thu, 17 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/ShiFZA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ArabshahiSA18,
author = {Forough Arabshahi and
Sameer Singh and
Animashree Anandkumar},
title = {Combining Symbolic Expressions and Black-box Function Evaluations
in Neural Programs},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=Hksj2WWAW},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ArabshahiSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BernsteinWAA18,
author = {Jeremy Bernstein and
Yu{-}Xiang Wang and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {Compression by the signs: distributed learning is a two-way street},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=SJn0cw1PM},
timestamp = {Thu, 30 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BernsteinWAA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DhillonALBKKA18,
author = {Guneet S. Dhillon and
Kamyar Azizzadenesheli and
Zachary C. Lipton and
Jeremy Bernstein and
Jean Kossaifi and
Aran Khanna and
Animashree Anandkumar},
title = {Stochastic Activation Pruning for Robust Adversarial Defense},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=H1uR4GZRZ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DhillonALBKKA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KhetanLA18,
author = {Ashish Khetan and
Zachary C. Lipton and
Animashree Anandkumar},
title = {Learning From Noisy Singly-labeled Data},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=H1sUHgb0Z},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KhetanLA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShenYLKA18,
author = {Yanyao Shen and
Hyokun Yun and
Zachary C. Lipton and
Yakov Kronrod and
Animashree Anandkumar},
title = {Deep Active Learning for Named Entity Recognition},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=ry018WZAZ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShenYLKA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BernsteinWAA18,
author = {Jeremy Bernstein and
Yu{-}Xiang Wang and
Kamyar Azizzadenesheli and
Animashree Anandkumar},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {{SIGNSGD:} Compressed Optimisation for Non-Convex Problems},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {559--568},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/bernstein18a.html},
timestamp = {Thu, 30 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BernsteinWAA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FurlanelloLTIA18,
author = {Tommaso Furlanello and
Zachary Chase Lipton and
Michael Tschannen and
Laurent Itti and
Anima Anandkumar},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Born-Again Neural Networks},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {1602--1611},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/furlanello18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FurlanelloLTIA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TschannenKA18,
author = {Michael Tschannen and
Aran Khanna and
Animashree Anandkumar},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {StrassenNets: Deep Learning with a Multiplication Budget},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {4992--5001},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/tschannen18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TschannenKA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ita/Azizzadenesheli18,
author = {Kamyar Azizzadenesheli and
Emma Brunskill and
Animashree Anandkumar},
title = {Efficient Exploration Through Bayesian Deep Q-Networks},
booktitle = {2018 Information Theory and Applications Workshop, {ITA} 2018, San
Diego, CA, USA, February 11-16, 2018},
pages = {1--9},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ITA.2018.8503252},
doi = {10.1109/ITA.2018.8503252},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/ita/Azizzadenesheli18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-04342,
author = {Forough Arabshahi and
Sameer Singh and
Animashree Anandkumar},
title = {Combining Symbolic and Function Evaluation Expressions In Neural Programs},
journal = {CoRR},
volume = {abs/1801.04342},
year = {2018},
url = {http://arxiv.org/abs/1801.04342},
eprinttype = {arXiv},
eprint = {1801.04342},
timestamp = {Wed, 03 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-04342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04412,
author = {Kamyar Azizzadenesheli and
Emma Brunskill and
Animashree Anandkumar},
title = {Efficient Exploration through Bayesian Deep Q-Networks},
journal = {CoRR},
volume = {abs/1802.04412},
year = {2018},
url = {http://arxiv.org/abs/1802.04412},
eprinttype = {arXiv},
eprint = {1802.04412},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04412.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04434,
author = {Jeremy Bernstein and
Yu{-}Xiang Wang and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {signSGD: compressed optimisation for non-convex problems},
journal = {CoRR},
volume = {abs/1802.04434},
year = {2018},
url = {http://arxiv.org/abs/1802.04434},
eprinttype = {arXiv},
eprint = {1802.04434},
timestamp = {Thu, 30 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04434.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-07427,
author = {Peiyun Hu and
Zachary C. Lipton and
Anima Anandkumar and
Deva Ramanan},
title = {Active Learning with Partial Feedback},
journal = {CoRR},
volume = {abs/1802.07427},
year = {2018},
url = {http://arxiv.org/abs/1802.07427},
eprinttype = {arXiv},
eprint = {1802.07427},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-07427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01442,
author = {Guneet S. Dhillon and
Kamyar Azizzadenesheli and
Zachary C. Lipton and
Jeremy Bernstein and
Jean Kossaifi and
Aran Khanna and
Anima Anandkumar},
title = {Stochastic Activation Pruning for Robust Adversarial Defense},
journal = {CoRR},
volume = {abs/1803.01442},
year = {2018},
url = {http://arxiv.org/abs/1803.01442},
eprinttype = {arXiv},
eprint = {1803.01442},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-02088,
author = {Yang Shi and
Tommaso Furlanello and
Sheng Zha and
Animashree Anandkumar},
title = {Question Type Guided Attention in Visual Question Answering},
journal = {CoRR},
volume = {abs/1804.02088},
year = {2018},
url = {http://arxiv.org/abs/1804.02088},
eprinttype = {arXiv},
eprint = {1804.02088},
timestamp = {Thu, 17 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-02088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-04770,
author = {Tommaso Furlanello and
Zachary C. Lipton and
Michael Tschannen and
Laurent Itti and
Anima Anandkumar},
title = {Born Again Neural Networks},
journal = {CoRR},
volume = {abs/1805.04770},
year = {2018},
url = {http://arxiv.org/abs/1805.04770},
eprinttype = {arXiv},
eprint = {1805.04770},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-04770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02901,
author = {Ben Athiwaratkun and
Andrew Gordon Wilson and
Anima Anandkumar},
title = {Probabilistic FastText for Multi-Sense Word Embeddings},
journal = {CoRR},
volume = {abs/1806.02901},
year = {2018},
url = {http://arxiv.org/abs/1806.02901},
eprinttype = {arXiv},
eprint = {1806.02901},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05780,
author = {Kamyar Azizzadenesheli and
Brandon Yang and
Weitang Liu and
Emma Brunskill and
Zachary C. Lipton and
Animashree Anandkumar},
title = {Sample-Efficient Deep {RL} with Generative Adversarial Tree Search},
journal = {CoRR},
volume = {abs/1806.05780},
year = {2018},
url = {http://arxiv.org/abs/1806.05780},
eprinttype = {arXiv},
eprint = {1806.05780},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-05291,
author = {Jeremy Bernstein and
Jiawei Zhao and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {signSGD with Majority Vote is Communication Efficient And Byzantine
Fault Tolerant},
journal = {CoRR},
volume = {abs/1810.05291},
year = {2018},
url = {http://arxiv.org/abs/1810.05291},
eprinttype = {arXiv},
eprint = {1810.05291},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-05291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-07900,
author = {Kamyar Azizzadenesheli and
Manish Kumar Bera and
Animashree Anandkumar},
title = {Trust Region Policy Optimization of POMDPs},
journal = {CoRR},
volume = {abs/1810.07900},
year = {2018},
url = {http://arxiv.org/abs/1810.07900},
eprinttype = {arXiv},
eprint = {1810.07900},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-07900.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-08305,
author = {Milan Cvitkovic and
Badal Singh and
Anima Anandkumar},
title = {Open Vocabulary Learning on Source Code with a Graph-Structured Cache},
journal = {CoRR},
volume = {abs/1810.08305},
year = {2018},
url = {http://arxiv.org/abs/1810.08305},
eprinttype = {arXiv},
eprint = {1810.08305},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-08305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02657,
author = {Nhat Ho and
Tan M. Nguyen and
Ankit B. Patel and
Anima Anandkumar and
Michael I. Jordan and
Richard G. Baraniuk},
title = {Neural Rendering Model: Joint Generation and Prediction for Semi-Supervised
Learning},
journal = {CoRR},
volume = {abs/1811.02657},
year = {2018},
url = {http://arxiv.org/abs/1811.02657},
eprinttype = {arXiv},
eprint = {1811.02657},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-02657.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08027,
author = {Guanya Shi and
Xichen Shi and
Michael O'Connell and
Rose Yu and
Kamyar Azizzadenesheli and
Animashree Anandkumar and
Yisong Yue and
Soon{-}Jo Chung},
title = {Neural Lander: Stable Drone Landing Control using Learned Dynamics},
journal = {CoRR},
volume = {abs/1811.08027},
year = {2018},
url = {http://arxiv.org/abs/1811.08027},
eprinttype = {arXiv},
eprint = {1811.08027},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AnandkumarGJ17,
author = {Animashree Anandkumar and
Rong Ge and
Majid Janzamin},
title = {Analyzing Tensor Power Method Dynamics in Overcomplete Regime},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {22:1--22:40},
year = {2017},
url = {https://jmlr.org/papers/v18/15-486.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AnandkumarGJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/AgarwalAN17,
author = {Alekh Agarwal and
Animashree Anandkumar and
Praneeth Netrapalli},
title = {A Clustering Approach to Learning Sparsely Used Overcomplete Dictionaries},
journal = {{IEEE} Trans. Inf. Theory},
volume = {63},
number = {1},
pages = {575--592},
year = {2017},
url = {https://doi.org/10.1109/TIT.2016.2614684},
doi = {10.1109/TIT.2016.2614684},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/AgarwalAN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ArabshahiA17,
author = {Forough Arabshahi and
Anima Anandkumar},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Spectral Methods for Correlated Topic Models},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1439--1447},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/arabshahi17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ArabshahiA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AnandkumarD0M17,
author = {Anima Anandkumar and
Yuan Deng and
Rong Ge and
Hossein Mobahi},
editor = {Satyen Kale and
Ohad Shamir},
title = {Homotopy Analysis for Tensor {PCA}},
booktitle = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
Amsterdam, The Netherlands, 7-10 July 2017},
series = {Proceedings of Machine Learning Research},
volume = {65},
pages = {79--104},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v65/anandkumar17a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/AnandkumarD0M17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KossaifiKLFA17,
author = {Jean Kossaifi and
Aran Khanna and
Zachary C. Lipton and
Tommaso Furlanello and
Anima Anandkumar},
title = {Tensor Contraction Layers for Parsimonious Deep Nets},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {1940--1946},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPRW.2017.243},
doi = {10.1109/CVPRW.2017.243},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KossaifiKLFA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rep4nlp/ShenYLKA17,
author = {Yanyao Shen and
Hyokun Yun and
Zachary Chase Lipton and
Yakov Kronrod and
Animashree Anandkumar},
editor = {Phil Blunsom and
Antoine Bordes and
Kyunghyun Cho and
Shay B. Cohen and
Chris Dyer and
Edward Grefenstette and
Karl Moritz Hermann and
Laura Rimell and
Jason Weston and
Scott Yih},
title = {Deep Active Learning for Named Entity Recognition},
booktitle = {Proceedings of the 2nd Workshop on Representation Learning for NLP,
Rep4NLP@ACL 2017, Vancouver, Canada, August 3, 2017},
pages = {252--256},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/w17-2630},
doi = {10.18653/V1/W17-2630},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rep4nlp/ShenYLKA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Azizzadenesheli17,
author = {Kamyar Azizzadenesheli and
Alessandro Lazaric and
Animashree Anandkumar},
title = {Experimental results : Reinforcement Learning of POMDPs using Spectral
Methods},
journal = {CoRR},
volume = {abs/1705.02553},
year = {2017},
url = {http://arxiv.org/abs/1705.02553},
eprinttype = {arXiv},
eprint = {1705.02553},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Azizzadenesheli17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KossaifiKLFA17,
author = {Jean Kossaifi and
Aran Khanna and
Zachary C. Lipton and
Tommaso Furlanello and
Anima Anandkumar},
title = {Tensor Contraction Layers for Parsimonious Deep Nets},
journal = {CoRR},
volume = {abs/1706.00439},
year = {2017},
url = {http://arxiv.org/abs/1706.00439},
eprinttype = {arXiv},
eprint = {1706.00439},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KossaifiKLFA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShiFA17,
author = {Yang Shi and
Tommaso Furlanello and
Anima Anandkumar},
title = {Compact Tensor Pooling for Visual Question Answering},
journal = {CoRR},
volume = {abs/1706.06706},
year = {2017},
url = {http://arxiv.org/abs/1706.06706},
eprinttype = {arXiv},
eprint = {1706.06706},
timestamp = {Thu, 17 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShiFA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShenYLKA17,
author = {Yanyao Shen and
Hyokun Yun and
Zachary C. Lipton and
Yakov Kronrod and
Animashree Anandkumar},
title = {Deep Active Learning for Named Entity Recognition},
journal = {CoRR},
volume = {abs/1707.05928},
year = {2017},
url = {http://arxiv.org/abs/1707.05928},
eprinttype = {arXiv},
eprint = {1707.05928},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShenYLKA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KossaifiLKFA17,
author = {Jean Kossaifi and
Zachary C. Lipton and
Aran Khanna and
Tommaso Furlanello and
Anima Anandkumar},
title = {Tensor Regression Networks},
journal = {CoRR},
volume = {abs/1707.08308},
year = {2017},
url = {http://arxiv.org/abs/1707.08308},
eprinttype = {arXiv},
eprint = {1707.08308},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KossaifiLKFA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-00073,
author = {Rose Yu and
Stephan Zheng and
Anima Anandkumar and
Yisong Yue},
title = {Long-term Forecasting using Tensor-Train RNNs},
journal = {CoRR},
volume = {abs/1711.00073},
year = {2017},
url = {http://arxiv.org/abs/1711.00073},
eprinttype = {arXiv},
eprint = {1711.00073},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-00073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-03942,
author = {Michael Tschannen and
Aran Khanna and
Anima Anandkumar},
title = {StrassenNets: Deep learning with a multiplication budget},
journal = {CoRR},
volume = {abs/1712.03942},
year = {2017},
url = {http://arxiv.org/abs/1712.03942},
eprinttype = {arXiv},
eprint = {1712.03942},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-03942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04577,
author = {Ashish Khetan and
Zachary C. Lipton and
Anima Anandkumar},
title = {Learning From Noisy Singly-labeled Data},
journal = {CoRR},
volume = {abs/1712.04577},
year = {2017},
url = {http://arxiv.org/abs/1712.04577},
eprinttype = {arXiv},
eprint = {1712.04577},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-04577.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/AgarwalAJN16,
author = {Alekh Agarwal and
Animashree Anandkumar and
Prateek Jain and
Praneeth Netrapalli},
title = {Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization},
journal = {{SIAM} J. Optim.},
volume = {26},
number = {4},
pages = {2775--2799},
year = {2016},
url = {https://doi.org/10.1137/140979861},
doi = {10.1137/140979861},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/AgarwalAJN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AnandkumarJSN16,
author = {Anima Anandkumar and
Prateek Jain and
Yang Shi and
U. N. Niranjan},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Tensor vs. Matrix Methods: Robust Tensor Decomposition under Block
Sparse Perturbations},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {268--276},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/anandkumar16.html},
timestamp = {Thu, 17 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AnandkumarJSN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SedghiJA16,
author = {Hanie Sedghi and
Majid Janzamin and
Anima Anandkumar},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Provable Tensor Methods for Learning Mixtures of Generalized Linear
Models},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {1223--1231},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/sedghi16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SedghiJA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AnandkumarG16,
author = {Animashree Anandkumar and
Rong Ge},
editor = {Vitaly Feldman and
Alexander Rakhlin and
Ohad Shamir},
title = {Efficient approaches for escaping higher order saddle points in non-convex
optimization},
booktitle = {Proceedings of the 29th Conference on Learning Theory, {COLT} 2016,
New York, USA, June 23-26, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {49},
pages = {81--102},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v49/anandkumar16.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/colt/AnandkumarG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Azizzadenesheli16,
author = {Kamyar Azizzadenesheli and
Alessandro Lazaric and
Animashree Anandkumar},
editor = {Vitaly Feldman and
Alexander Rakhlin and
Ohad Shamir},
title = {Reinforcement Learning of POMDPs using Spectral Methods},
booktitle = {Proceedings of the 29th Conference on Learning Theory, {COLT} 2016,
New York, USA, June 23-26, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {49},
pages = {193--256},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v49/azizzadenesheli16a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Azizzadenesheli16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Azizzadenesheli16a,
author = {Kamyar Azizzadenesheli and
Alessandro Lazaric and
Animashree Anandkumar},
editor = {Vitaly Feldman and
Alexander Rakhlin and
Ohad Shamir},
title = {Open Problem: Approximate Planning of POMDPs in the class of Memoryless
Policies},
booktitle = {Proceedings of the 29th Conference on Learning Theory, {COLT} 2016,
New York, USA, June 23-26, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {49},
pages = {1639--1642},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v49/azizzadenesheli16b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Azizzadenesheli16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/ShiNAC16,
author = {Yang Shi and
U. N. Niranjan and
Animashree Anandkumar and
Cris Cecka},
title = {Tensor Contractions with Extended {BLAS} Kernels on {CPU} and {GPU}},
booktitle = {23rd {IEEE} International Conference on High Performance Computing,
HiPC 2016, Hyderabad, India, December 19-22, 2016},
pages = {193--202},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/HiPC.2016.031},
doi = {10.1109/HIPC.2016.031},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hipc/ShiNAC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangA16,
author = {Yining Wang and
Anima Anandkumar},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Online and Differentially-Private Tensor Decomposition},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3531--3539},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/7eb7eabbe9bd03c2fc99881d04da9cbd-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AnandkumarG16,
author = {Anima Anandkumar and
Rong Ge},
title = {Efficient approaches for escaping higher order saddle points in non-convex
optimization},
journal = {CoRR},
volume = {abs/1602.05908},
year = {2016},
url = {http://arxiv.org/abs/1602.05908},
eprinttype = {arXiv},
eprint = {1602.05908},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AnandkumarG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Azizzadenesheli16,
author = {Kamyar Azizzadenesheli and
Alessandro Lazaric and
Animashree Anandkumar},
title = {Reinforcement Learning of POMDP's using Spectral Methods},
journal = {CoRR},
volume = {abs/1602.07764},
year = {2016},
url = {http://arxiv.org/abs/1602.07764},
eprinttype = {arXiv},
eprint = {1602.07764},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Azizzadenesheli16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SedghiA16,
author = {Hanie Sedghi and
Anima Anandkumar},
title = {Training Input-Output Recurrent Neural Networks through Spectral Methods},
journal = {CoRR},
volume = {abs/1603.00954},
year = {2016},
url = {http://arxiv.org/abs/1603.00954},
eprinttype = {arXiv},
eprint = {1603.00954},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SedghiA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ArabshahiA16,
author = {Forough Arabshahi and
Animashree Anandkumar},
title = {Beyond {LDA:} {A} Unified Framework for Learning Latent Normalized
Infinitely Divisible Topic Models through Spectral Methods},
journal = {CoRR},
volume = {abs/1605.09080},
year = {2016},
url = {http://arxiv.org/abs/1605.09080},
eprinttype = {arXiv},
eprint = {1605.09080},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ArabshahiA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShiNAC16,
author = {Yang Shi and
U. N. Niranjan and
Animashree Anandkumar and
Cris Cecka},
title = {Tensor Contractions with Extended {BLAS} Kernels on {CPU} and {GPU}},
journal = {CoRR},
volume = {abs/1606.05696},
year = {2016},
url = {http://arxiv.org/abs/1606.05696},
eprinttype = {arXiv},
eprint = {1606.05696},
timestamp = {Thu, 17 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShiNAC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangA16,
author = {Yining Wang and
Animashree Anandkumar},
title = {Online and Differentially-Private Tensor Decomposition},
journal = {CoRR},
volume = {abs/1606.06237},
year = {2016},
url = {http://arxiv.org/abs/1606.06237},
eprinttype = {arXiv},
eprint = {1606.06237},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Azizzadenesheli16a,
author = {Kamyar Azizzadenesheli and
Alessandro Lazaric and
Animashree Anandkumar},
title = {Open Problem: Approximate Planning of POMDPs in the class of Memoryless
Policies},
journal = {CoRR},
volume = {abs/1608.04996},
year = {2016},
url = {http://arxiv.org/abs/1608.04996},
eprinttype = {arXiv},
eprint = {1608.04996},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Azizzadenesheli16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GitterHVFA16,
author = {Anthony Gitter and
Furong Huang and
Ragupathyraj Valluvan and
Ernest Fraenkel and
Animashree Anandkumar},
title = {Unsupervised learning of transcriptional regulatory networks via latent
tree graphical models},
journal = {CoRR},
volume = {abs/1609.06335},
year = {2016},
url = {http://arxiv.org/abs/1609.06335},
eprinttype = {arXiv},
eprint = {1609.06335},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GitterHVFA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AnandkumarDGM16,
author = {Anima Anandkumar and
Yuan Deng and
Rong Ge and
Hossein Mobahi},
title = {Homotopy Method for Tensor Principal Component Analysis},
journal = {CoRR},
volume = {abs/1610.09322},
year = {2016},
url = {http://arxiv.org/abs/1610.09322},
eprinttype = {arXiv},
eprint = {1610.09322},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AnandkumarDGM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Azizzadenesheli16b,
author = {Kamyar Azizzadenesheli and
Alessandro Lazaric and
Animashree Anandkumar},
title = {Reinforcement Learning of Contextual MDPs using Spectral Methods},
journal = {CoRR},
volume = {abs/1611.03907},
year = {2016},
url = {http://arxiv.org/abs/1611.03907},
eprinttype = {arXiv},
eprint = {1611.03907},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Azizzadenesheli16b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/AcarAMRT16,
author = {Evrim Acar and
Animashree Anandkumar and
Lenore Mullin and
Sebnem Rusitschka and
Volker Tresp},
title = {Tensor Computing for Internet of Things (Dagstuhl Perspectives Workshop
16152)},
journal = {Dagstuhl Reports},
volume = {6},
number = {4},
pages = {57--79},
year = {2016},
url = {https://doi.org/10.4230/DagRep.6.4.57},
doi = {10.4230/DAGREP.6.4.57},
timestamp = {Wed, 07 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/AcarAMRT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithmica/AnandkumarFHKL15,
author = {Anima Anandkumar and
Dean P. Foster and
Daniel J. Hsu and
Sham M. Kakade and
Yi{-}Kai Liu},
title = {A Spectral Algorithm for Latent Dirichlet Allocation},
journal = {Algorithmica},
volume = {72},
number = {1},
pages = {193--214},
year = {2015},
url = {https://doi.org/10.1007/s00453-014-9909-1},
doi = {10.1007/S00453-014-9909-1},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/algorithmica/AnandkumarFHKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AnandkumarHJK15,
author = {Animashree Anandkumar and
Daniel J. Hsu and
Majid Janzamin and
Sham M. Kakade},
title = {When are overcomplete topic models identifiable? uniqueness of tensor
tucker decompositions with structured sparsity},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {2643--2694},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2912084},
doi = {10.5555/2789272.2912084},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AnandkumarHJK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuangNHA15,
author = {Furong Huang and
U. N. Niranjan and
Mohammad Umar Hakeem and
Animashree Anandkumar},
title = {Online tensor methods for learning latent variable models},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {2797--2835},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2912088},
doi = {10.5555/2789272.2912088},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangNHA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/AnandkumarGHKT15,
author = {Anima Anandkumar and
Rong Ge and
Daniel J. Hsu and
Sham M. Kakade and
Matus Telgarsky},
editor = {Kamalika Chaudhuri and
Claudio Gentile and
Sandra Zilles},
title = {Tensor Decompositions for Learning Latent Variable Models {(A} Survey
for {ALT)}},
booktitle = {Algorithmic Learning Theory - 26th International Conference, {ALT}
2015, Banff, AB, Canada, October 4-6, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9355},
pages = {19--38},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24486-0\_2},
doi = {10.1007/978-3-319-24486-0\_2},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/AnandkumarGHKT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AnandkumarGJ15,
author = {Animashree Anandkumar and
Rong Ge and
Majid Janzamin},
editor = {Peter Gr{\"{u}}nwald and
Elad Hazan and
Satyen Kale},
title = {Learning Overcomplete Latent Variable Models through Tensor Methods},
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 = {36--112},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v40/Anandkumar15.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/AnandkumarGJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ArabshahiHABF15,
author = {Forough Arabshahi and
Furong Huang and
Animashree Anandkumar and
Carter T. Butts and
Sean M. Fitzhugh},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Are You Going to the Party: Depends, Who Else is Coming?: [Learning
Hidden Group Dynamics via Conditional Latent Tree Models]},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {697--702},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.146},
doi = {10.1109/ICDM.2015.146},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ArabshahiHABF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangA15,
author = {Furong Huang and
Animashree Anandkumar},
title = {Convolutional Dictionary Learning through Tensor Factorization},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {116--129},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/huang15convolutional.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuangA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JanzaminSNA15,
author = {Majid Janzamin and
Hanie Sedghi and
U. N. Niranjan and
Animashree Anandkumar},
title = {{FEAST} at Play: Feature ExtrAction using Score function Tensors},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {130--144},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/janzamin2015.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/JanzaminSNA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangTSA15,
author = {Yining Wang and
Hsiao{-}Yu Fish Tung and
Alexander J. Smola and
Anima Anandkumar},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Fast and Guaranteed Tensor Decomposition via Sketching},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {991--999},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/45645a27c4f1adc8a7a835976064a86d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangTSA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/JanzaminSA14a,
author = {Majid Janzamin and
Hanie Sedghi and
Anima Anandkumar},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Score Function Features for Discriminative Learning},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1412.6514},
timestamp = {Wed, 17 Jul 2019 10:40:54 +0200},
biburl = {https://dblp.org/rec/journals/corr/JanzaminSA14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/SedghiA14,
author = {Hanie Sedghi and
Anima Anandkumar},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Provable Methods for Training Neural Networks with Sparse Connectivity},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1412.2693},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SedghiA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AnandkumarS15,
author = {Anima Anandkumar and
Hanie Sedghi},
title = {Learning Mixed Membership Community Models in Social Tagging Networks
through Tensor Methods},
journal = {CoRR},
volume = {abs/1503.04567},
year = {2015},
url = {http://arxiv.org/abs/1503.04567},
eprinttype = {arXiv},
eprint = {1503.04567},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AnandkumarS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NimmagaddaA15,
author = {Tejaswi Nimmagadda and
Anima Anandkumar},
title = {Multi-Object Classification and Unsupervised Scene Understanding Using
Deep Learning Features and Latent Tree Probabilistic Models},
journal = {CoRR},
volume = {abs/1505.00308},
year = {2015},
url = {http://arxiv.org/abs/1505.00308},
eprinttype = {arXiv},
eprint = {1505.00308},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NimmagaddaA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuangA15,
author = {Furong Huang and
Animashree Anandkumar},
title = {Convolutional Dictionary Learning through Tensor Factorization},
journal = {CoRR},
volume = {abs/1506.03509},
year = {2015},
url = {http://arxiv.org/abs/1506.03509},
eprinttype = {arXiv},
eprint = {1506.03509},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuangA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangTSA15,
author = {Yining Wang and
Hsiao{-}Yu Fish Tung and
Alexander J. Smola and
Animashree Anandkumar},
title = {Fast and Guaranteed Tensor Decomposition via Sketching},
journal = {CoRR},
volume = {abs/1506.04448},
year = {2015},
url = {http://arxiv.org/abs/1506.04448},
eprinttype = {arXiv},
eprint = {1506.04448},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangTSA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JanzaminSA15,
author = {Majid Janzamin and
Hanie Sedghi and
Anima Anandkumar},
title = {Generalization Bounds for Neural Networks through Tensor Factorization},
journal = {CoRR},
volume = {abs/1506.08473},
year = {2015},
url = {http://arxiv.org/abs/1506.08473},
eprinttype = {arXiv},
eprint = {1506.08473},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JanzaminSA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Anandkumar0SN15,
author = {Animashree Anandkumar and
Prateek Jain and
Yang Shi and
U. N. Niranjan},
title = {Tensor vs Matrix Methods: Robust Tensor Decomposition under Block
Sparse Perturbations},
journal = {CoRR},
volume = {abs/1510.04747},
year = {2015},
url = {http://arxiv.org/abs/1510.04747},
eprinttype = {arXiv},
eprint = {1510.04747},
timestamp = {Thu, 17 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Anandkumar0SN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JanzaminA14,
author = {Majid Janzamin and
Animashree Anandkumar},
title = {High-dimensional covariance decomposition into sparse Markov and independence
models},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {1549--1591},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2638585},
doi = {10.5555/2627435.2638585},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JanzaminA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AnandkumarGHK14,
author = {Animashree Anandkumar and
Rong Ge and
Daniel J. Hsu and
Sham M. Kakade},
title = {A tensor approach to learning mixed membership community models},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {2239--2312},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2670323},
doi = {10.5555/2627435.2670323},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AnandkumarGHK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AnandkumarGHKT14,
author = {Animashree Anandkumar and
Rong Ge and
Daniel J. Hsu and
Sham M. Kakade and
Matus Telgarsky},
title = {Tensor decompositions for learning latent variable models},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {2773--2832},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2697055},
doi = {10.5555/2627435.2697055},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AnandkumarGHKT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/SattariKAMR14,
author = {Pegah Sattari and
Maciej Kurant and
Animashree Anandkumar and
Athina Markopoulou and
Michael G. Rabbat},
title = {Active Learning of Multiple Source Multiple Destination Topologies},
journal = {{IEEE} Trans. Signal Process.},
volume = {62},
number = {8},
pages = {1926--1937},
year = {2014},
url = {https://doi.org/10.1109/TSP.2014.2304431},
doi = {10.1109/TSP.2014.2304431},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/SattariKAMR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AgarwalA0NT14,
author = {Alekh Agarwal and
Animashree Anandkumar and
Prateek Jain and
Praneeth Netrapalli and
Rashish Tandon},
editor = {Maria{-}Florina Balcan and
Vitaly Feldman and
Csaba Szepesv{\'{a}}ri},
title = {Learning Sparsely Used Overcomplete Dictionaries},
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 = {123--137},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v35/agarwal14a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/AgarwalA0NT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongADX14,
author = {Le Song and
Animashree Anandkumar and
Bo Dai and
Bo Xie},
title = {Nonparametric Estimation of Multi-View Latent Variable Models},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {640--648},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/songa14.html},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SongADX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NetrapalliNSA014,
author = {Praneeth Netrapalli and
U. N. Niranjan and
Sujay Sanghavi and
Animashree Anandkumar and
Prateek Jain},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Non-convex Robust {PCA}},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1107--1115},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/443cb001c138b2561a0d90720d6ce111-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NetrapalliNSA014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SedghiAJ14,
author = {Hanie Sedghi and
Anima Anandkumar and
Edmond A. Jonckheere},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Multi-Step Stochastic {ADMM} in High Dimensions: Applications to Sparse
Optimization and Matrix Decomposition},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2771--2779},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/8fb5f8be2aa9d6c64a04e3ab9f63feee-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SedghiAJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SedghiAJ14,
author = {Hanie Sedghi and
Anima Anandkumar and
Edmond A. Jonckheere},
title = {Guarantees for Multi-Step Stochastic {ADMM} in High Dimensions},
journal = {CoRR},
volume = {abs/1402.5131},
year = {2014},
url = {http://arxiv.org/abs/1402.5131},
eprinttype = {arXiv},
eprint = {1402.5131},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SedghiAJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AnandkumarGJ14,
author = {Animashree Anandkumar and
Rong Ge and
Majid Janzamin},
title = {Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank-1
Updates},
journal = {CoRR},
volume = {abs/1402.5180},
year = {2014},
url = {http://arxiv.org/abs/1402.5180},
eprinttype = {arXiv},
eprint = {1402.5180},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AnandkumarGJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuangNA14,
author = {Furong Huang and
U. N. Niranjan and
Animashree Anandkumar},
title = {Integrated Structure and Parameters Learning in Latent Tree Graphical
Models},
journal = {CoRR},
volume = {abs/1406.4566},
year = {2014},
url = {http://arxiv.org/abs/1406.4566},
eprinttype = {arXiv},
eprint = {1406.4566},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuangNA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AnandkumarGJ14a,
author = {Animashree Anandkumar and
Rong Ge and
Majid Janzamin},
title = {Provable Learning of Overcomplete Latent Variable Models: Semi-supervised
and Unsupervised Settings},
journal = {CoRR},
volume = {abs/1408.0553},
year = {2014},
url = {http://arxiv.org/abs/1408.0553},
eprinttype = {arXiv},
eprint = {1408.0553},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AnandkumarGJ14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NetrapalliNSA014,
author = {Praneeth Netrapalli and
U. N. Niranjan and
Sujay Sanghavi and
Animashree Anandkumar and
Prateek Jain},
title = {Non-convex Robust {PCA}},
journal = {CoRR},
volume = {abs/1410.7660},
year = {2014},
url = {http://arxiv.org/abs/1410.7660},
eprinttype = {arXiv},
eprint = {1410.7660},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NetrapalliNSA014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ArabshahiHAB14,
author = {Forough Arabshahi and
Furong Huang and
Animashree Anandkumar and
Carter T. Butts},
title = {Modeling Dynamic Social Interactions via Conditional Latent Tree Models},
journal = {CoRR},
volume = {abs/1411.1132},
year = {2014},
url = {http://arxiv.org/abs/1411.1132},
eprinttype = {arXiv},
eprint = {1411.1132},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ArabshahiHAB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AnandkumarGJ14b,
author = {Anima Anandkumar and
Rong Ge and
Majid Janzamin},
title = {Analyzing Tensor Power Method Dynamics: Applications to Learning Overcomplete
Latent Variable Models},
journal = {CoRR},
volume = {abs/1411.1488},
year = {2014},
url = {http://arxiv.org/abs/1411.1488},
eprinttype = {arXiv},
eprint = {1411.1488},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AnandkumarGJ14b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JanzaminSA14,
author = {Majid Janzamin and
Hanie Sedghi and
Anima Anandkumar},
title = {Score Function Features for Discriminative Learning: Matrix and Tensor
Framework},
journal = {CoRR},
volume = {abs/1412.2863},
year = {2014},
url = {http://arxiv.org/abs/1412.2863},
eprinttype = {arXiv},
eprint = {1412.2863},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JanzaminSA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SedghiA14a,
author = {Hanie Sedghi and
Anima Anandkumar},
title = {Provable Tensor Methods for Learning Mixtures of Classifiers},
journal = {CoRR},
volume = {abs/1412.3046},
year = {2014},
url = {http://arxiv.org/abs/1412.3046},
eprinttype = {arXiv},
eprint = {1412.3046},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SedghiA14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pe/AnandkumarHBA13,
author = {Animashree Anandkumar and
Ting He and
Chatschik Bisdikian and
Dakshi Agrawal},
title = {Seeing through black boxes: Tracking transactions through queues under
monitoring resource constraints},
journal = {Perform. Evaluation},
volume = {70},
number = {12},
pages = {1090--1110},
year = {2013},
url = {https://doi.org/10.1016/j.peva.2013.08.003},
doi = {10.1016/J.PEVA.2013.08.003},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pe/AnandkumarHBA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rsa/AnandkumarHK13,
author = {Animashree Anandkumar and
Avinatan Hassidim and
Jonathan A. Kelner},
title = {Topology discovery of sparse random graphs with few participants},
journal = {Random Struct. Algorithms},
volume = {43},
number = {1},
pages = {16--48},
year = {2013},
url = {https://doi.org/10.1002/rsa.20420},
doi = {10.1002/RSA.20420},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/rsa/AnandkumarHK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/SattariKAMR13,
author = {Pegah Sattari and
Maciej Kurant and
Animashree Anandkumar and
Athina Markopoulou and
Michael G. Rabbat},
title = {Active learning of multiple source multiple destination topologies},
booktitle = {47th Annual Conference on Information Sciences and Systems, {CISS}
2013, Baltimore, MD, USA, March 20-22, 2013},
pages = {1--6},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CISS.2013.6552253},
doi = {10.1109/CISS.2013.6552253},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciss/SattariKAMR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AnandkumarGHK13,
author = {Animashree Anandkumar and
Rong Ge and
Daniel J. Hsu and
Sham M. Kakade},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {A Tensor Spectral Approach to Learning Mixed Membership Community
Models},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {867--881},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Anandkumar13.html},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/AnandkumarGHK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/AnandkumarALC13,
author = {Amod J. G. Anandkumar and
Animashree Anandkumar and
Sangarapillai Lambotharan and
Jonathon A. Chambers},
title = {Robust noncooperative rate-maximization game for {MIMO} Gaussian interference
channels under bounded channel uncertainty},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {4819--4823},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638576},
doi = {10.1109/ICASSP.2013.6638576},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/AnandkumarALC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AnandkumarHJK13,
author = {Animashree Anandkumar and
Daniel J. Hsu and
Adel Javanmard and
Sham M. Kakade},
title = {Learning Linear Bayesian Networks with Latent Variables},
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 = {249--257},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/anandkumar13.html},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AnandkumarHJK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/HuangA13,
author = {Furong Huang and
Anima Anandkumar},
title = {{FCD:} Fast-concurrent-distributed load balancing under switching
costs and imperfect observations},
booktitle = {Proceedings of the {IEEE} {INFOCOM} 2013, Turin, Italy, April 14-19,
2013},
pages = {1896--1904},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/INFCOM.2013.6566989},
doi = {10.1109/INFCOM.2013.6566989},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/infocom/HuangA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AnandkumarHJK13,
author = {Anima Anandkumar and
Daniel J. Hsu and
Majid Janzamin and
Sham M. Kakade},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor
Tucker Decompositions with Structured Sparsity},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {1986--1994},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/31b3b31a1c2f8a370206f111127c0dbd-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AnandkumarHJK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-2684,
author = {Anima Anandkumar and
Rong Ge and
Daniel J. Hsu and
Sham M. Kakade},
title = {A Tensor Spectral Approach to Learning Mixed Membership Community
Models},
journal = {CoRR},
volume = {abs/1302.2684},
year = {2013},
url = {http://arxiv.org/abs/1302.2684},
eprinttype = {arXiv},
eprint = {1302.2684},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-2684.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AnandkumarHJK13,
author = {Animashree Anandkumar and
Daniel J. Hsu and
Majid Janzamin and
Sham M. Kakade},
title = {When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor
Tucker Decompositions with Structured Sparsity},
journal = {CoRR},
volume = {abs/1308.2853},
year = {2013},
url = {http://arxiv.org/abs/1308.2853},
eprinttype = {arXiv},
eprint = {1308.2853},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AnandkumarHJK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuangNHVA13,
author = {Furong Huang and
U. N. Niranjan and
Mohammad Umar Hakeem and
Prateek Verma and
Animashree Anandkumar},
title = {Fast Detection of Overlapping Communities via Online Tensor Methods
on GPUs},
journal = {CoRR},
volume = {abs/1309.0787},
year = {2013},
url = {http://arxiv.org/abs/1309.0787},
eprinttype = {arXiv},
eprint = {1309.0787},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuangNHVA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AgarwalAN13,
author = {Alekh Agarwal and
Animashree Anandkumar and
Praneeth Netrapalli},
title = {Exact Recovery of Sparsely Used Overcomplete Dictionaries},
journal = {CoRR},
volume = {abs/1309.1952},
year = {2013},
url = {http://arxiv.org/abs/1309.1952},
eprinttype = {arXiv},
eprint = {1309.1952},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AgarwalAN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AgarwalA0NT13,
author = {Alekh Agarwal and
Animashree Anandkumar and
Prateek Jain and
Praneeth Netrapalli and
Rashish Tandon},
title = {Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization},
journal = {CoRR},
volume = {abs/1310.7991},
year = {2013},
url = {http://arxiv.org/abs/1310.7991},
eprinttype = {arXiv},
eprint = {1310.7991},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AgarwalA0NT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SongADX13,
author = {Le Song and
Animashree Anandkumar and
Bo Dai and
Bo Xie},
title = {Nonparametric Estimation of Multi-View Latent Variable Models},
journal = {CoRR},
volume = {abs/1311.3287},
year = {2013},
url = {http://arxiv.org/abs/1311.3287},
eprinttype = {arXiv},
eprint = {1311.3287},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SongADX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AnandkumarTHW12,
author = {Animashree Anandkumar and
Vincent Y. F. Tan and
Furong Huang and
Alan S. Willsky},
title = {High-dimensional Gaussian graphical model selection: walk summability
and local separation criterion},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2293--2337},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503317},
doi = {10.5555/2503308.2503317},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AnandkumarTHW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/LiuCAW12,
author = {Ying Liu and
Venkat Chandrasekaran and
Animashree Anandkumar and
Alan S. Willsky},
title = {Feedback Message Passing for Inference in Gaussian Graphical Models},
journal = {{IEEE} Trans. Signal Process.},
volume = {60},
number = {8},
pages = {4135--4150},
year = {2012},
url = {https://doi.org/10.1109/TSP.2012.2195656},
doi = {10.1109/TSP.2012.2195656},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/LiuCAW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JanzaminA12,
author = {Majid Janzamin and
Animashree Anandkumar},
title = {High-Dimensional Covariance Decomposition into Sparse Markov and Independence
Domains},
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/902.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JanzaminA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AnandkumarFHKL12,
author = {Anima Anandkumar and
Dean P. Foster and
Daniel J. Hsu and
Sham M. Kakade and
Yi{-}Kai Liu},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {A Spectral Algorithm for Latent Dirichlet Allocation},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {926--934},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/15d4e891d784977cacbfcbb00c48f133-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AnandkumarFHKL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AnandkumarV12,
author = {Animashree Anandkumar and
Ragupathyraj Valluvan},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Latent Graphical Model Selection: Efficient Methods for Locally Tree-like
Graphs},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1052--1060},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/2d6cc4b2d139a53512fb8cbb3086ae2e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AnandkumarV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AnandkumarHHK12,
author = {Animashree Anandkumar and
Daniel J. Hsu and
Furong Huang and
Sham M. Kakade},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Learning Mixtures of Tree Graphical Models},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1061--1069},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/10a7cdd970fe135cf4f7bb55c0e3b59f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AnandkumarHHK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AnandkumarHK12,
author = {Animashree Anandkumar and
Daniel J. Hsu and
Sham M. Kakade},
editor = {Shie Mannor and
Nathan Srebro and
Robert C. Williamson},
title = {A Method of Moments for Mixture Models and Hidden Markov Models},
booktitle = {{COLT} 2012 - The 25th Annual Conference on Learning Theory, June
25-27, 2012, Edinburgh, Scotland},
series = {{JMLR} Proceedings},
volume = {23},
pages = {33.1--33.34},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v23/anandkumar12/anandkumar12.pdf},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AnandkumarHK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-0683,
author = {Animashree Anandkumar and
Daniel J. Hsu and
Sham M. Kakade},
title = {A Method of Moments for Mixture Models and Hidden Markov Models},
journal = {CoRR},
volume = {abs/1203.0683},
year = {2012},
url = {http://arxiv.org/abs/1203.0683},
eprinttype = {arXiv},
eprint = {1203.0683},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-0683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-0697,
author = {Animashree Anandkumar and
Daniel J. Hsu and
Sham M. Kakade},
title = {Learning High-Dimensional Mixtures of Graphical Models},
journal = {CoRR},
volume = {abs/1203.0697},
year = {2012},
url = {http://arxiv.org/abs/1203.0697},
eprinttype = {arXiv},
eprint = {1203.0697},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-0697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-3887,
author = {Animashree Anandkumar and
Ragupathyraj Valluvan},
title = {Learning Loopy Graphical Models with Latent Variables: Efficient Methods
and Guarantees},
journal = {CoRR},
volume = {abs/1203.3887},
year = {2012},
url = {http://arxiv.org/abs/1203.3887},
eprinttype = {arXiv},
eprint = {1203.3887},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-3887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-6703,
author = {Animashree Anandkumar and
Dean P. Foster and
Daniel J. Hsu and
Sham M. Kakade and
Yi{-}Kai Liu},
title = {Two SVDs Suffice: Spectral decompositions for probabilistic topic
modeling and latent Dirichlet allocation},
journal = {CoRR},
volume = {abs/1204.6703},
year = {2012},
url = {http://arxiv.org/abs/1204.6703},
eprinttype = {arXiv},
eprint = {1204.6703},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-6703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-5350,
author = {Animashree Anandkumar and
Daniel J. Hsu and
Adel Javanmard and
Sham M. Kakade},
title = {Learning Linear Bayesian Networks with Latent Variables},
journal = {CoRR},
volume = {abs/1209.5350},
year = {2012},
url = {http://arxiv.org/abs/1209.5350},
eprinttype = {arXiv},
eprint = {1209.5350},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-5350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-7559,
author = {Anima Anandkumar and
Rong Ge and
Daniel J. Hsu and
Sham M. Kakade and
Matus Telgarsky},
title = {Tensor decompositions for learning latent variable models},
journal = {CoRR},
volume = {abs/1210.7559},
year = {2012},
url = {http://arxiv.org/abs/1210.7559},
eprinttype = {arXiv},
eprint = {1210.7559},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-7559.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-2310,
author = {Pegah Sattari and
Maciej Kurant and
Animashree Anandkumar and
Athina Markopoulou and
Michael G. Rabbat},
title = {Active Learning of Multiple Source Multiple Destination Topologies},
journal = {CoRR},
volume = {abs/1212.2310},
year = {2012},
url = {http://arxiv.org/abs/1212.2310},
eprinttype = {arXiv},
eprint = {1212.2310},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-2310.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TanAW11,
author = {Vincent Y. F. Tan and
Animashree Anandkumar and
Alan S. Willsky},
title = {Learning High-Dimensional Markov Forest Distributions: Analysis of
Error Rates},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {1617--1653},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021052},
doi = {10.5555/1953048.2021052},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TanAW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChoiTAW11,
author = {Myung Jin Choi and
Vincent Y. F. Tan and
Animashree Anandkumar and
Alan S. Willsky},
title = {Learning Latent Tree Graphical Models},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {1771--1812},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021056},
doi = {10.5555/1953048.2021056},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChoiTAW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/AnandkumarMTS11,
author = {Animashree Anandkumar and
Nithin Michael and
Ao Kevin Tang and
Ananthram Swami},
title = {Distributed Algorithms for Learning and Cognitive Medium Access with
Logarithmic Regret},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {29},
number = {4},
pages = {731--745},
year = {2011},
url = {https://doi.org/10.1109/JSAC.2011.110406},
doi = {10.1109/JSAC.2011.110406},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsac/AnandkumarMTS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/TanATW11,
author = {Vincent Y. F. Tan and
Animashree Anandkumar and
Lang Tong and
Alan S. Willsky},
title = {A Large-Deviation Analysis of the Maximum-Likelihood Learning of Markov
Tree Structures},
journal = {{IEEE} Trans. Inf. Theory},
volume = {57},
number = {3},
pages = {1714--1735},
year = {2011},
url = {https://doi.org/10.1109/TIT.2011.2104513},
doi = {10.1109/TIT.2011.2104513},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/TanATW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/AnandkumarALC11,
author = {Amod J. G. Anandkumar and
Animashree Anandkumar and
Sangarapillai Lambotharan and
Jonathon A. Chambers},
title = {Robust Rate Maximization Game Under Bounded Channel Uncertainty},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {60},
number = {9},
pages = {4471--4486},
year = {2011},
url = {https://doi.org/10.1109/TVT.2011.2171011},
doi = {10.1109/TVT.2011.2171011},
timestamp = {Thu, 25 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/AnandkumarALC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/HeAA11,
author = {Ting He and
Animashree Anandkumar and
Dakshi Agrawal},
title = {Index-based sampling policies for tracking dynamic networks under
sampling constraints},
booktitle = {{INFOCOM} 2011. 30th {IEEE} International Conference on Computer Communications,
Joint Conference of the {IEEE} Computer and Communications Societies,
10-15 April 2011, Shanghai, China},
pages = {1233--1241},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/INFCOM.2011.5934904},
doi = {10.1109/INFCOM.2011.5934904},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/infocom/HeAA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/BalisterBAW11,
author = {Paul Balister and
B{\'{e}}la Bollob{\'{a}}s and
Animashree Anandkumar and
Alan S. Willsky},
title = {Energy-latency tradeoff for in-network function computation in random
networks},
booktitle = {{INFOCOM} 2011. 30th {IEEE} International Conference on Computer Communications,
Joint Conference of the {IEEE} Computer and Communications Societies,
10-15 April 2011, Shanghai, China},
pages = {1575--1583},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/INFCOM.2011.5934949},
doi = {10.1109/INFCOM.2011.5934949},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/infocom/BalisterBAW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/KhajehnejadYAH11,
author = {M. Amin Khajehnejad and
Juhwan Yoo and
Animashree Anandkumar and
Babak Hassibi},
editor = {Alexander Kuleshov and
Vladimir M. Blinovsky and
Anthony Ephremides},
title = {Summary based structures with improved sublinear recovery for compressed
sensing},
booktitle = {2011 {IEEE} International Symposium on Information Theory Proceedings,
{ISIT} 2011, St. Petersburg, Russia, July 31 - August 5, 2011},
pages = {1427--1431},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISIT.2011.6033775},
doi = {10.1109/ISIT.2011.6033775},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/KhajehnejadYAH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AnandkumarTW11,
author = {Animashree Anandkumar and
Vincent Y. F. Tan and
Alan S. Willsky},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {High-Dimensional Graphical Model Selection: Tractable Graph Families
and Necessary Conditions},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {1863--1871},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/5055cbf43fac3f7e2336b27310f0b9ef-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AnandkumarTW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AnandkumarCHKSZ11,
author = {Animashree Anandkumar and
Kamalika Chaudhuri and
Daniel J. Hsu and
Sham M. Kakade and
Le Song and
Tong Zhang},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Spectral Methods for Learning Multivariate Latent Tree Structure},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2025--2033},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/208e43f0e45c4c78cafadb83d2888cb6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AnandkumarCHKSZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/AnandkumarHK11,
author = {Animashree Anandkumar and
Avinatan Hassidim and
Jonathan A. Kelner},
editor = {Arif Merchant and
Kimberly Keeton and
Dan Rubenstein},
title = {Topology discovery of sparse random graphs with few participants},
booktitle = {{SIGMETRICS} 2011, Proceedings of the 2011 {ACM} {SIGMETRICS} International
Conference on Measurement and Modeling of Computer Systems, San Jose,
CA, USA, 07-11 June 2011 (Co-located with {FCRC} 2011)},
pages = {293--304},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1993744.1993774},
doi = {10.1145/1993744.1993774},
timestamp = {Sun, 01 Aug 2021 14:20:40 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/AnandkumarHK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1101-0858,
author = {Paul N. Balister and
B{\'{e}}la Bollob{\'{a}}s and
Animashree Anandkumar and
Alan S. Willsky},
title = {Energy-Latency Tradeoff for In-Network Function Computation in Random
Networks},
journal = {CoRR},
volume = {abs/1101.0858},
year = {2011},
url = {http://arxiv.org/abs/1101.0858},
eprinttype = {arXiv},
eprint = {1101.0858},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1101-0858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1102-5063,
author = {Animashree Anandkumar and
Avinatan Hassidim and
Jonathan A. Kelner},
title = {Topology Discovery of Sparse Random Graphs With Few Participants},
journal = {CoRR},
volume = {abs/1102.5063},
year = {2011},
url = {http://arxiv.org/abs/1102.5063},
eprinttype = {arXiv},
eprint = {1102.5063},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1102-5063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1102-5462,
author = {M. Amin Khajehnejad and
Juhwan Yoo and
Animashree Anandkumar and
Babak Hassibi},
title = {Summary Based Structures with Improved Sublinear Recovery for Compressed
Sensing},
journal = {CoRR},
volume = {abs/1102.5462},
year = {2011},
url = {http://arxiv.org/abs/1102.5462},
eprinttype = {arXiv},
eprint = {1102.5462},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1102-5462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1105-1853,
author = {Ying Liu and
Venkat Chandrasekaran and
Animashree Anandkumar and
Alan S. Willsky},
title = {Feedback Message Passing for Inference in Gaussian Graphical Models},
journal = {CoRR},
volume = {abs/1105.1853},
year = {2011},
url = {http://arxiv.org/abs/1105.1853},
eprinttype = {arXiv},
eprint = {1105.1853},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1105-1853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-1270,
author = {Animashree Anandkumar and
Vincent Y. F. Tan and
Alan S. Willsky},
title = {High-Dimensional Gaussian Graphical Model Selection: Tractable Graph
Families},
journal = {CoRR},
volume = {abs/1107.1270},
year = {2011},
url = {http://arxiv.org/abs/1107.1270},
eprinttype = {arXiv},
eprint = {1107.1270},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-1270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-1283,
author = {Animashree Anandkumar and
Kamalika Chaudhuri and
Daniel J. Hsu and
Sham M. Kakade and
Le Song and
Tong Zhang},
title = {Spectral Methods for Learning Multivariate Latent Tree Structure},
journal = {CoRR},
volume = {abs/1107.1283},
year = {2011},
url = {http://arxiv.org/abs/1107.1283},
eprinttype = {arXiv},
eprint = {1107.1283},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-1283.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-1736,
author = {Animashree Anandkumar and
Vincent Y. F. Tan and
Furong Huang and
Alan S. Willsky},
title = {High-Dimensional Structure Estimation in Ising Models: Tractable Graph
Families},
journal = {CoRR},
volume = {abs/1107.1736},
year = {2011},
url = {http://arxiv.org/abs/1107.1736},
eprinttype = {arXiv},
eprint = {1107.1736},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-1736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TanAW10,
author = {Vincent Y. F. Tan and
Animashree Anandkumar and
Alan S. Willsky},
title = {Learning Gaussian tree models: analysis of error exponents and extremal
structures},
journal = {{IEEE} Trans. Signal Process.},
volume = {58},
number = {5},
pages = {2701--2714},
year = {2010},
url = {https://doi.org/10.1109/TSP.2010.2042478},
doi = {10.1109/TSP.2010.2042478},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/TanAW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/TanAW10,
author = {Vincent Y. F. Tan and
Animashree Anandkumar and
Alan S. Willsky},
title = {Scaling laws for learning high-dimensional Markov forest distributions},
booktitle = {48th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2010, Monticello, IL, USA, September 29 - October 1, 2020},
pages = {712--718},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ALLERTON.2010.5706977},
doi = {10.1109/ALLERTON.2010.5706977},
timestamp = {Fri, 24 Nov 2023 19:40:40 +0100},
biburl = {https://dblp.org/rec/conf/allerton/TanAW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/ChoiTAW10,
author = {Myung Jin Choi and
Vincent Y. F. Tan and
Animashree Anandkumar and
Alan S. Willsky},
title = {Consistent and efficient reconstruction of latent tree models},
booktitle = {48th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2010, Monticello, IL, USA, September 29 - October 1, 2020},
pages = {719--725},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ALLERTON.2010.5706978},
doi = {10.1109/ALLERTON.2010.5706978},
timestamp = {Fri, 24 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/allerton/ChoiTAW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/AnandkumarALC10,
author = {Amod J. G. Anandkumar and
Animashree Anandkumar and
Sangarapillai Lambotharan and
Jonathon A. Chambers},
title = {Robust rate-maximization game under bounded channel uncertainty},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
Hotel, Dallas, Texas, {USA}},
pages = {3158--3161},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICASSP.2010.5496066},
doi = {10.1109/ICASSP.2010.5496066},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/AnandkumarALC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/AnandkumarMT10,
author = {Animashree Anandkumar and
Nithin Michael and
Ao Tang},
title = {Opportunistic Spectrum Access with Multiple Users: Learning under
Competition},
booktitle = {{INFOCOM} 2010. 29th {IEEE} International Conference on Computer Communications,
Joint Conference of the {IEEE} Computer and Communications Societies,
15-19 March 2010, San Diego, CA, {USA}},
pages = {803--811},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/INFCOM.2010.5462144},
doi = {10.1109/INFCOM.2010.5462144},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/infocom/AnandkumarMT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/TanAW10,
author = {Vincent Y. F. Tan and
Animashree Anandkumar and
Alan S. Willsky},
title = {Error exponents for composite hypothesis testing of Markov forest
distributions},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2010,
June 13-18, 2010, Austin, Texas, USA, Proceedings},
pages = {1613--1617},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISIT.2010.5513399},
doi = {10.1109/ISIT.2010.5513399},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/TanAW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/LiuCAW10,
author = {Ying Liu and
Venkat Chandrasekaran and
Animashree Anandkumar and
Alan S. Willsky},
title = {Feedback message passing for inference in gaussian graphical models},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2010,
June 13-18, 2010, Austin, Texas, USA, Proceedings},
pages = {1683--1687},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISIT.2010.5513321},
doi = {10.1109/ISIT.2010.5513321},
timestamp = {Wed, 19 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/LiuCAW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/AnandkumarYW10,
author = {Animashree Anandkumar and
Joseph E. Yukich and
Alan S. Willsky},
title = {Limit laws for random spatial graphical models},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2010,
June 13-18, 2010, Austin, Texas, USA, Proceedings},
pages = {1728--1732},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISIT.2010.5513254},
doi = {10.1109/ISIT.2010.5513254},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/AnandkumarYW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1005-0766,
author = {Vincent Y. F. Tan and
Animashree Anandkumar and
Alan S. Willsky},
title = {Learning High-Dimensional Markov Forest Distributions: Analysis of
Error Rates},
journal = {CoRR},
volume = {abs/1005.0766},
year = {2010},
url = {http://arxiv.org/abs/1005.0766},
eprinttype = {arXiv},
eprint = {1005.0766},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1005-0766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1006-1673,
author = {Animashree Anandkumar and
Nithin Michael and
Ao Kevin Tang and
Ananthram Swami},
title = {Distributed Algorithms for Learning and Cognitive Medium Access with
Logarithmic Regret},
journal = {CoRR},
volume = {abs/1006.1673},
year = {2010},
url = {http://arxiv.org/abs/1006.1673},
eprinttype = {arXiv},
eprint = {1006.1673},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-1673.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1006-1674,
author = {Animashree Anandkumar and
Ting He and
Chatschik Bisdikian and
Dakshi Agrawal},
title = {Seeing Through Black Boxes : Tracking Transactions through Queues
under Monitoring Resource Constraints},
journal = {CoRR},
volume = {abs/1006.1674},
year = {2010},
url = {http://arxiv.org/abs/1006.1674},
eprinttype = {arXiv},
eprint = {1006.1674},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-1674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1009-2722,
author = {Myung Jin Choi and
Vincent Y. F. Tan and
Animashree Anandkumar and
Alan S. Willsky},
title = {Learning Latent Tree Graphical Models},
journal = {CoRR},
volume = {abs/1009.2722},
year = {2010},
url = {http://arxiv.org/abs/1009.2722},
eprinttype = {arXiv},
eprint = {1009.2722},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1009-2722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-1566,
author = {Amod J. G. Anandkumar and
Animashree Anandkumar and
Sangarapillai Lambotharan and
Jonathon A. Chambers},
title = {Robust Rate-Maximization Game Under Bounded Channel Uncertainty},
journal = {CoRR},
volume = {abs/1011.1566},
year = {2010},
url = {http://arxiv.org/abs/1011.1566},
eprinttype = {arXiv},
eprint = {1011.1566},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-1566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/AnandkumarSYT09,
author = {Animashree Anandkumar and
Ananthram Swami and
Joseph E. Yukich and
Lang Tong},
title = {Energy Scaling Laws for Distributed Inference in Random Fusion Networks},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {27},
number = {7},
pages = {1203--1217},
year = {2009},
url = {https://doi.org/10.1109/JSAC.2009.090916},
doi = {10.1109/JSAC.2009.090916},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsac/AnandkumarSYT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmetrics/AnandkumarBHA09,
author = {Animashree Anandkumar and
Chatschik Bisdikian and
Ting He and
Dakshi Agrawal},
title = {Selectively retrofitting monitoring in distributed systems},
journal = {{SIGMETRICS} Perform. Evaluation Rev.},
volume = {37},
number = {2},
pages = {6--8},
year = {2009},
url = {https://doi.org/10.1145/1639562.1639565},
doi = {10.1145/1639562.1639565},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmetrics/AnandkumarBHA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/AnandkumarTS09,
author = {Animashree Anandkumar and
Lang Tong and
Ananthram Swami},
title = {Detection of Gauss-Markov Random Fields With Nearest-Neighbor Dependency},
journal = {{IEEE} Trans. Inf. Theory},
volume = {55},
number = {2},
pages = {816--827},
year = {2009},
url = {https://doi.org/10.1109/TIT.2008.2009855},
doi = {10.1109/TIT.2008.2009855},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/AnandkumarTS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/TanAW09,
author = {Vincent Y. F. Tan and
Animashree Anandkumar and
Alan S. Willsky},
title = {How do the structure and the parameters of Gaussian tree models affect
structure learning?},
booktitle = {47th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2009, Monticello, IL, USA, September 30 - October 2, 2009},
pages = {684--691},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ALLERTON.2009.5394929},
doi = {10.1109/ALLERTON.2009.5394929},
timestamp = {Wed, 29 Nov 2023 20:15:57 +0100},
biburl = {https://dblp.org/rec/conf/allerton/TanAW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/AnandkumarWTS09,
author = {Animashree Anandkumar and
Meng Wang and
Lang Tong and
Ananthram Swami},
title = {Prize-Collecting Data Fusion for Cost-Performance Tradeoff in Distributed
Inference},
booktitle = {{INFOCOM} 2009. 28th {IEEE} International Conference on Computer Communications,
Joint Conference of the {IEEE} Computer and Communications Societies,
19-25 April 2009, Rio de Janeiro, Brazil},
pages = {2150--2158},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/INFCOM.2009.5062139},
doi = {10.1109/INFCOM.2009.5062139},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/infocom/AnandkumarWTS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/TanATW09,
author = {Vincent Y. F. Tan and
Animashree Anandkumar and
Lang Tong and
Alan S. Willsky},
title = {A large-deviation analysis for the maximum likelihood learning of
tree structures},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2009,
June 28 - July 3, 2009, Seoul, Korea, Proceedings},
pages = {1140--1144},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ISIT.2009.5206012},
doi = {10.1109/ISIT.2009.5206012},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/TanATW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/AnandkumarWT09,
author = {Animashree Anandkumar and
Alan S. Willsky and
Lang Tong},
title = {Detection error exponent for spatially dependent samples in random
networks},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2009,
June 28 - July 3, 2009, Seoul, Korea, Proceedings},
pages = {2882--2886},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ISIT.2009.5205358},
doi = {10.1109/ISIT.2009.5205358},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/AnandkumarWT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0905-0940,
author = {Vincent Y. F. Tan and
Animashree Anandkumar and
Lang Tong and
Alan S. Willsky},
title = {A Large-Deviation Analysis of the Maximum-Likelihood Learning of Markov
Tree Structures},
journal = {CoRR},
volume = {abs/0905.0940},
year = {2009},
url = {http://arxiv.org/abs/0905.0940},
eprinttype = {arXiv},
eprint = {0905.0940},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0905-0940.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0909-5216,
author = {Vincent Y. F. Tan and
Animashree Anandkumar and
Alan S. Willsky},
title = {Learning Gaussian Tree Models: Analysis of Error Exponents and Extremal
Structures},
journal = {CoRR},
volume = {abs/0909.5216},
year = {2009},
url = {http://arxiv.org/abs/0909.5216},
eprinttype = {arXiv},
eprint = {0909.5216},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0909-5216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/AnandkumarTS08,
author = {Animashree Anandkumar and
Lang Tong and
Ananthram Swami},
title = {Distributed Estimation Via Random Access},
journal = {{IEEE} Trans. Inf. Theory},
volume = {54},
number = {7},
pages = {3175--3181},
year = {2008},
url = {https://doi.org/10.1109/TIT.2008.924652},
doi = {10.1109/TIT.2008.924652},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/AnandkumarTS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/AnandkumarTS08,
author = {Animashree Anandkumar and
Lang Tong and
Ananthram Swami},
title = {Optimal Node Density for Detection in Energy-Constrained Random Networks},
journal = {{IEEE} Trans. Signal Process.},
volume = {56},
number = {10-2},
pages = {5232--5245},
year = {2008},
url = {https://doi.org/10.1109/TSP.2008.928514},
doi = {10.1109/TSP.2008.928514},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/AnandkumarTS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/EzovskiATA08,
author = {G. Matthew Ezovski and
Animashree Anandkumar and
Ao Kevin Tang and
Lachlan L. H. Andrew},
title = {Min-min times in peer-to-peer file sharing networks},
booktitle = {46th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2008, Monticello, IL, USA, September 24-26, 2008},
pages = {1487--1494},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ALLERTON.2008.4797738},
doi = {10.1109/ALLERTON.2008.4797738},
timestamp = {Wed, 22 Nov 2023 08:29:09 +0100},
biburl = {https://dblp.org/rec/conf/allerton/EzovskiATA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/AnandkumarTSE08,
author = {Animashree Anandkumar and
Lang Tong and
Ananthram Swami and
Anthony Ephremides},
title = {Minimum Cost Data Aggregation with Localized Processing for Statistical
Inference},
booktitle = {{INFOCOM} 2008. 27th {IEEE} International Conference on Computer Communications,
Joint Conference of the {IEEE} Computer and Communications Societies,
13-18 April 2008, Phoenix, AZ, {USA}},
pages = {780--788},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/INFOCOM.2008.129},
doi = {10.1109/INFOCOM.2008.129},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/infocom/AnandkumarTSE08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/AnandkumarTSE08,
author = {Animashree Anandkumar and
Lang Tong and
Ananthram Swami and
Anthony Ephremides},
editor = {Frank R. Kschischang and
En{-}Hui Yang},
title = {Cost-performance tradeoff in multi-hop aggregation for statistical
inference},
booktitle = {2008 {IEEE} International Symposium on Information Theory, {ISIT}
2008, Toronto, ON, Canada, July 6-11, 2008},
pages = {662--666},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ISIT.2008.4595069},
doi = {10.1109/ISIT.2008.4595069},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/AnandkumarTSE08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/noms/SenguptaBAB08,
author = {Bikram Sengupta and
Nilanjan Banerjee and
Animashree Anandkumar and
Chatschik Bisdikian},
editor = {Marcus Brunner and
Carlos Becker Westphall and
Lisandro Zambenedetti Granville},
title = {Non-intrusive transaction monitoring using system logs},
booktitle = {{IEEE/IFIP} Network Operations and Management Symposium: Pervasive
Management for Ubioquitous Networks and Services, {NOMS} 2008, 7-11
April 2008, Salvador, Bahia, Brazil},
pages = {879--882},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/NOMS.2008.4575237},
doi = {10.1109/NOMS.2008.4575237},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/noms/SenguptaBAB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/AnandkumarBA08,
author = {Animashree Anandkumar and
Chatschik Bisdikian and
Dakshi Agrawal},
editor = {Zhen Liu and
Vishal Misra and
Prashant J. Shenoy},
title = {Tracking in a spaghetti bowl: monitoring transactions using footprints},
booktitle = {Proceedings of the 2008 {ACM} {SIGMETRICS} International Conference
on Measurement and Modeling of Computer Systems, {SIGMETRICS} 2008,
Annapolis, MD, USA, June 2-6, 2008},
pages = {133--144},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1375457.1375473},
doi = {10.1145/1375457.1375473},
timestamp = {Fri, 30 Jul 2021 16:13:32 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/AnandkumarBA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0809-0686,
author = {Animashree Anandkumar and
Joseph E. Yukich and
Lang Tong and
Ananthram Swami},
title = {Energy Scaling Laws for Distributed Inference in Random Networks},
journal = {CoRR},
volume = {abs/0809.0686},
year = {2008},
url = {http://arxiv.org/abs/0809.0686},
eprinttype = {arXiv},
eprint = {0809.0686},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0809-0686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/AnandkumarT07,
author = {Animashree Anandkumar and
Lang Tong},
title = {Type-Based Random Access for Distributed Detection Over Multiaccess
Fading Channels},
journal = {{IEEE} Trans. Signal Process.},
volume = {55},
number = {10},
pages = {5032--5043},
year = {2007},
url = {https://doi.org/10.1109/TSP.2007.896302},
doi = {10.1109/TSP.2007.896302},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/AnandkumarT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/AnandkumarTS07,
author = {Animashree Anandkumar and
Lang Tong and
Ananthram Swami},
title = {Energy Efficient Routing for Statistical Inference of Markov Random
Fields},
booktitle = {Proceedings of the 41st Annual Conference on Information Sciences
and Systems, {CISS} 2007, 14-16 March 2007, Johns Hopkins University,
Department of Electrical Engineering, Baltimore, MD, {USA}},
pages = {643--648},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/CISS.2007.4298386},
doi = {10.1109/CISS.2007.4298386},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciss/AnandkumarTS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/AnandkumarTS07,
author = {Animashree Anandkumar and
Lang Tong and
Ananthram Swami},
title = {Detection of Gauss-Markov Random Field on Nearest-Neighbor Graph},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
15-20, 2007},
pages = {829--832},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICASSP.2007.366808},
doi = {10.1109/ICASSP.2007.366808},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/AnandkumarTS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0706-1588,
author = {Animashree Anandkumar and
Lang Tong and
Ananthram Swami},
title = {Detection of Gauss-Markov Random Fields with Nearest-Neighbor Dependency},
journal = {CoRR},
volume = {abs/0706.1588},
year = {2007},
url = {http://arxiv.org/abs/0706.1588},
eprinttype = {arXiv},
eprint = {0706.1588},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0706-1588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/AnandkumarT06,
author = {Animashree Anandkumar and
Lang Tong},
title = {Distributed Statistical Inference using Type Based Random Access over
Multi-access Fading Channels},
booktitle = {40th Annual Conference on Information Sciences and Systems, {CISS}
2006, Princeton, NJ, USA, 22-24 March 2006},
pages = {38--43},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/CISS.2006.286427},
doi = {10.1109/CISS.2006.286427},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciss/AnandkumarT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/AnandkumarT06,
author = {Animashree Anandkumar and
Lang Tong},
title = {A Large Deviation Analysis of Detection Over Multi-Access Channels
with Random Number of Sensors},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {1097--1100},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1661164},
doi = {10.1109/ICASSP.2006.1661164},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/AnandkumarT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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