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2020 – today
- 2022
[i14]Aurko Roy, Rohan Anil, Guangda Lai, Benjamin Lee, Jeffrey Zhao, Shuyuan Zhang, Shibo Wang, Ye Zhang, Shen Wu, Rigel Swavely, Tao Yu, Phuong Dao, Christopher Fifty, Zhifeng Chen, Yonghui Wu:
N-Grammer: Augmenting Transformers with latent n-grams. CoRR abs/2207.06366 (2022)- 2021
- [j4]Aurko Roy, Mohammad Saffar, Ashish Vaswani, David Grangier:
Efficient Content-Based Sparse Attention with Routing Transformers. Trans. Assoc. Comput. Linguistics 9: 53-68 (2021) - [c10]Kalpesh Krishna, Aurko Roy, Mohit Iyyer:
Hurdles to Progress in Long-form Question Answering. NAACL-HLT 2021: 4940-4957 - [i13]Kalpesh Krishna, Aurko Roy, Mohit Iyyer:
Hurdles to Progress in Long-form Question Answering. CoRR abs/2103.06332 (2021) - 2020
- [i12]Aurko Roy, Mohammad Saffar, Ashish Vaswani, David Grangier:
Efficient Content-Based Sparse Attention with Routing Transformers. CoRR abs/2003.05997 (2020)
2010 – 2019
- 2019
- [c9]Aurko Roy, David Grangier:
Unsupervised Paraphrasing without Translation. ACL (1) 2019: 6033-6039 - [c8]David Berthelot, Colin Raffel, Aurko Roy, Ian J. Goodfellow:
Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer. ICLR (Poster) 2019 - [i11]Aurko Roy, David Grangier:
Unsupervised Paraphrasing without Translation. CoRR abs/1905.12752 (2019) - 2018
- [j3]Gábor Braun, Sebastian Pokutta, Aurko Roy:
Strong reductions for extended formulations. Math. Program. 172(1-2): 591-620 (2018) - [c7]Jacob Buckman, Aurko Roy, Colin Raffel, Ian J. Goodfellow:
Thermometer Encoding: One Hot Way To Resist Adversarial Examples. ICLR (Poster) 2018 - [c6]Lukasz Kaiser, Samy Bengio, Aurko Roy, Ashish Vaswani, Niki Parmar, Jakob Uszkoreit, Noam Shazeer:
Fast Decoding in Sequence Models Using Discrete Latent Variables. ICML 2018: 2395-2404 - [i10]Lukasz Kaiser, Aurko Roy, Ashish Vaswani, Niki Parmar, Samy Bengio, Jakob Uszkoreit, Noam Shazeer:
Fast Decoding in Sequence Models using Discrete Latent Variables. CoRR abs/1803.03382 (2018) - [i9]Aurko Roy, Ashish Vaswani, Arvind Neelakantan, Niki Parmar:
Theory and Experiments on Vector Quantized Autoencoders. CoRR abs/1805.11063 (2018) - [i8]David Berthelot, Colin Raffel, Aurko Roy, Ian J. Goodfellow:
Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer. CoRR abs/1807.07543 (2018) - 2017
- [j2]Aurko Roy, Sebastian Pokutta:
Hierarchical Clustering via Spreading Metrics. J. Mach. Learn. Res. 18: 88:1-88:35 (2017) - [j1]Gábor Braun, Jonah Brown-Cohen, Arefin Huq, Sebastian Pokutta, Prasad Raghavendra, Aurko Roy, Benjamin Weitz, Daniel Zink:
The matching problem has no small symmetric SDP. Math. Program. 165(2): 643-662 (2017) - [c5]Lukasz Kaiser, Ofir Nachum, Aurko Roy, Samy Bengio:
Learning to Remember Rare Events. ICLR (Poster) 2017 - [c4]Aurko Roy, Huan Xu, Sebastian Pokutta:
Reinforcement Learning under Model Mismatch. NIPS 2017: 3043-3052 - [i7]Lukasz Kaiser, Ofir Nachum, Aurko Roy, Samy Bengio:
Learning to Remember Rare Events. CoRR abs/1703.03129 (2017) - [i6]Aurko Roy, Huan Xu, Sebastian Pokutta:
Reinforcement Learning under Model Mismatch. CoRR abs/1706.04711 (2017) - [i5]Tom B. Brown, Dandelion Mané, Aurko Roy, Martín Abadi, Justin Gilmer:
Adversarial Patch. CoRR abs/1712.09665 (2017) - 2016
- [c3]Gábor Braun, Sebastian Pokutta, Aurko Roy:
Strong Reductions for Extended Formulations. IPCO 2016: 350-361 - [c2]Aurko Roy, Sebastian Pokutta:
Hierarchical Clustering via Spreading Metrics. NIPS 2016: 2316-2324 - [c1]Gábor Braun, Jonah Brown-Cohen, Arefin Huq, Sebastian Pokutta, Prasad Raghavendra, Aurko Roy, Benjamin Weitz, Daniel Zink:
The matching problem has no small symmetric SDP. SODA 2016: 1067-1078 - [i4]Aurko Roy, Sebastian Pokutta:
Hierarchical Clustering via Spreading Metrics. CoRR abs/1610.09269 (2016) - 2015
- [i3]Gábor Braun, Jonah Brown-Cohen, Arefin Huq, Sebastian Pokutta, Prasad Raghavendra, Aurko Roy, Benjamin Weitz, Daniel Zink:
The matching problem has no small symmetric SDP. CoRR abs/1504.00703 (2015) - [i2]Gábor Braun, Sebastian Pokutta, Aurko Roy:
Strong reductions for extended formulations. CoRR abs/1512.04932 (2015) - 2014
- [i1]Aurko Roy:
Deterministic polynomial factoring under the assumption of the Extended Riemann Hypothesis (ERH). CoRR abs/1406.3672 (2014)
Coauthor Index
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