Aurko Roy

30 papers A* 2B 1Journal 19Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Fast and Simplex: 2-Simplicial Attention in Triton.
CoRR
Aurko Roy, Timothy Chou, Sai Surya Duvvuri, Sijia Chen, Jiecao Yu, Xiaodong Wang, Manzil Zaheer, Rohan Anil
2022 J jnl
N-Grammer: Augmenting Transformers with latent n-grams.
CoRR
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
2021 J jnl
Efficient Content-Based Sparse Attention with Routing Transformers.
Trans. Assoc. Comput. Linguistics
Aurko Roy, Mohammad Saffar, Ashish Vaswani, David Grangier
2021 — conf
Hurdles to Progress in Long-form Question Answering.
NAACL-HLT
Kalpesh Krishna, Aurko Roy, Mohit Iyyer
2021 J jnl
Hurdles to Progress in Long-form Question Answering.
CoRR
Kalpesh Krishna, Aurko Roy, Mohit Iyyer
2020 J jnl
Efficient Content-Based Sparse Attention with Routing Transformers.
CoRR
Aurko Roy, Mohammad Saffar, Ashish Vaswani, David Grangier
2019 — conf
Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer.
ICLR (Poster)
David Berthelot, Colin Raffel, Aurko Roy, Ian J. Goodfellow
2019 — conf
Unsupervised Paraphrasing without Translation.
ACL (1)
Aurko Roy, David Grangier
2019 J jnl
Unsupervised Paraphrasing without Translation.
CoRR
Aurko Roy, David Grangier
2018 A* conf
Fast Decoding in Sequence Models Using Discrete Latent Variables.
ICML
Lukasz Kaiser, Samy Bengio, Aurko Roy, Ashish Vaswani, Niki Parmar, Jakob Uszkoreit, Noam Shazeer
2018 J jnl
Fast Decoding in Sequence Models using Discrete Latent Variables.
CoRR
Lukasz Kaiser, Aurko Roy, Ashish Vaswani, Niki Parmar, Samy Bengio, Jakob Uszkoreit, Noam Shazeer
2018 J jnl
Strong reductions for extended formulations.
Math. Program.
Gábor Braun, Sebastian Pokutta, Aurko Roy
2018 J jnl
Theory and Experiments on Vector Quantized Autoencoders.
CoRR
Aurko Roy, Ashish Vaswani, Arvind Neelakantan, Niki Parmar
2018 — conf
Thermometer Encoding: One Hot Way To Resist Adversarial Examples.
ICLR (Poster)
Jacob Buckman, Aurko Roy, Colin Raffel, Ian J. Goodfellow
2018 J jnl
Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer.
CoRR
David Berthelot, Colin Raffel, Aurko Roy, Ian J. Goodfellow
2017 J jnl
Adversarial Patch.
CoRR
Tom B. Brown, Dandelion Mané, Aurko Roy, Martín Abadi, Justin Gilmer
2017 J jnl
Hierarchical Clustering via Spreading Metrics.
J. Mach. Learn. Res.
Aurko Roy, Sebastian Pokutta
2017 — —
LP and SDP extended formulations: Lower bounds and approximation algorithms.
Aurko Roy
2017 — conf
Learning to Remember Rare Events.
ICLR (Poster)
Lukasz Kaiser, Ofir Nachum, Aurko Roy, Samy Bengio
2017 J jnl
Learning to Remember Rare Events.
CoRR
Lukasz Kaiser, Ofir Nachum, Aurko Roy, Samy Bengio
2017 — conf
Reinforcement Learning under Model Mismatch.
NIPS
Aurko Roy, Huan Xu, Sebastian Pokutta
2017 J jnl
Reinforcement Learning under Model Mismatch.
CoRR
Aurko Roy, Huan Xu, Sebastian Pokutta
2017 J jnl
The matching problem has no small symmetric SDP.
Math. Program.
Gábor Braun, Jonah Brown-Cohen, Arefin Huq, Sebastian Pokutta, Prasad Raghavendra, Aurko Roy, Benjamin Weitz, Daniel Zink
2016 — conf
Hierarchical Clustering via Spreading Metrics.
NIPS
Aurko Roy, Sebastian Pokutta
2016 J jnl
Hierarchical Clustering via Spreading Metrics.
CoRR
Aurko Roy, Sebastian Pokutta
2016 B conf
Strong Reductions for Extended Formulations.
IPCO
Gábor Braun, Sebastian Pokutta, Aurko Roy
2016 A* conf
The matching problem has no small symmetric SDP.
SODA
Gábor Braun, Jonah Brown-Cohen, Arefin Huq, Sebastian Pokutta, Prasad Raghavendra, Aurko Roy, Benjamin Weitz, Daniel Zink
2015 J jnl
Strong reductions for extended formulations.
CoRR
Gábor Braun, Sebastian Pokutta, Aurko Roy
2015 J jnl
The matching problem has no small symmetric SDP.
CoRR
Gábor Braun, Jonah Brown-Cohen, Arefin Huq, Sebastian Pokutta, Prasad Raghavendra, Aurko Roy, Benjamin Weitz, Daniel Zink
2014 J jnl
Deterministic polynomial factoring under the assumption of the Extended Riemann Hypothesis (ERH).
CoRR
Aurko Roy