Aurko Roy

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 27

Top Topics

Completely Unsupervised

Latent Variables

Hierarchical Clustering Algorithm

Top Venues

Publications

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 (2022)
Kalpesh Krishna, Aurko Roy, Mohit Iyyer
Hurdles to Progress in Long-form Question Answering. CoRR (2021)
Kalpesh Krishna, Aurko Roy, Mohit Iyyer
Hurdles to Progress in Long-form Question Answering. NAACL-HLT (2021)
Aurko Roy, Mohammad Saffar, Ashish Vaswani, David Grangier
Efficient Content-Based Sparse Attention with Routing Transformers. Trans. Assoc. Comput. Linguistics 9 (2021)
Aurko Roy, Mohammad Saffar, Ashish Vaswani, David Grangier
Efficient Content-Based Sparse Attention with Routing Transformers. CoRR (2020)
Aurko Roy, David Grangier
Unsupervised Paraphrasing without Translation. ACL (1) (2019)
David Berthelot, Colin Raffel, Aurko Roy, Ian J. Goodfellow
Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer. ICLR (Poster) (2019)
Aurko Roy, David Grangier
Unsupervised Paraphrasing without Translation. CoRR (2019)
Lukasz Kaiser, Aurko Roy, Ashish Vaswani, Niki Parmar, Samy Bengio, Jakob Uszkoreit, Noam Shazeer
Fast Decoding in Sequence Models using Discrete Latent Variables. CoRR (2018)
David Berthelot, Colin Raffel, Aurko Roy, Ian J. Goodfellow
Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer. CoRR (2018)
Jacob Buckman, Aurko Roy, Colin Raffel, Ian J. Goodfellow
Thermometer Encoding: One Hot Way To Resist Adversarial Examples. ICLR (Poster) (2018)
Gábor Braun, Sebastian Pokutta, Aurko Roy
Strong reductions for extended formulations. Math. Program. 172 (1-2) (2018)
Aurko Roy, Ashish Vaswani, Arvind Neelakantan, Niki Parmar
Theory and Experiments on Vector Quantized Autoencoders. CoRR (2018)
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)
Aurko Roy, Huan Xu, Sebastian Pokutta
Reinforcement Learning under Model Mismatch. CoRR (2017)
Aurko Roy, Sebastian Pokutta
Hierarchical Clustering via Spreading Metrics. J. Mach. Learn. Res. 18 (2017)
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) (2017)
Tom B. Brown, Dandelion Mané, Aurko Roy, Martín Abadi, Justin Gilmer
Adversarial Patch. CoRR (2017)
Lukasz Kaiser, Ofir Nachum, Aurko Roy, Samy Bengio
Learning to Remember Rare Events. CoRR (2017)
Aurko Roy, Huan Xu, Sebastian Pokutta
Reinforcement Learning under Model Mismatch. NIPS (2017)
Lukasz Kaiser, Ofir Nachum, Aurko Roy, Samy Bengio
Learning to Remember Rare Events. ICLR (Poster) (2017)
Gábor Braun, Sebastian Pokutta, Aurko Roy
Strong Reductions for Extended Formulations. IPCO (2016)
Aurko Roy, Sebastian Pokutta
Hierarchical Clustering via Spreading Metrics. NIPS (2016)
Aurko Roy, Sebastian Pokutta
Hierarchical Clustering via Spreading Metrics. CoRR (2016)
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)
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 (2015)
Gábor Braun, Sebastian Pokutta, Aurko Roy
Strong reductions for extended formulations. CoRR (2015)
Aurko Roy
Deterministic polynomial factoring under the assumption of the Extended Riemann Hypothesis (ERH). CoRR (2014)