Aurko Roy

According to our database, Aurko Roy authored at least 15 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2022

N-Grammer: Augmenting Transformers with latent n-grams.

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

CoRR, 2022

2021

Efficient Content-Based Sparse Attention with Routing Transformers.

Aurko Roy, Mohammad Saffar, Ashish Vaswani, David Grangier

Trans. Assoc. Comput. Linguistics, 2021

Hurdles to Progress in Long-form Question Answering.

Kalpesh Krishna, Aurko Roy, Mohit Iyyer

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2019

Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer.

David Berthelot, Colin Raffel, Aurko Roy, Ian J. Goodfellow

Proceedings of the 7th International Conference on Learning Representations, 2019

Unsupervised Paraphrasing without Translation.

Aurko Roy, David Grangier

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Strong reductions for extended formulations.

Gábor Braun, Sebastian Pokutta, Aurko Roy

Math. Program., 2018

Theory and Experiments on Vector Quantized Autoencoders.

Aurko Roy, Ashish Vaswani, Arvind Neelakantan, Niki Parmar

CoRR, 2018

Fast Decoding in Sequence Models Using Discrete Latent Variables.

Lukasz Kaiser, Samy Bengio, Aurko Roy, Ashish Vaswani, Niki Parmar, Jakob Uszkoreit, Noam Shazeer

Proceedings of the 35th International Conference on Machine Learning, 2018

Thermometer Encoding: One Hot Way To Resist Adversarial Examples.

Jacob Buckman, Aurko Roy, Colin Raffel, Ian J. Goodfellow

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

The matching problem has no small symmetric SDP.

Gábor Braun, Jonah Brown-Cohen, Arefin Huq, Sebastian Pokutta, Prasad Raghavendra, Aurko Roy, Benjamin Weitz, Daniel Zink

Math. Program., 2017

Hierarchical Clustering via Spreading Metrics.

Aurko Roy, Sebastian Pokutta

J. Mach. Learn. Res., 2017

Adversarial Patch.

Tom B. Brown, Dandelion Mané, Aurko Roy, Martín Abadi, Justin Gilmer

CoRR, 2017

Reinforcement Learning under Model Mismatch.

Aurko Roy, Huan Xu, Sebastian Pokutta

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Learning to Remember Rare Events.

Lukasz Kaiser, Ofir Nachum, Aurko Roy, Samy Bengio

Proceedings of the 5th International Conference on Learning Representations, 2017

2014

Deterministic polynomial factoring under the assumption of the Extended Riemann Hypothesis (ERH).

Aurko Roy

CoRR, 2014