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Tamas Sarlos

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Hot PATE: Private Aggregation of Distributions for Diverse Task

Dec 04, 2023
Edith Cohen, Xin Lyu, Jelani Nelson, Tamas Sarlos, Uri Stemmer

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SARA-RT: Scaling up Robotics Transformers with Self-Adaptive Robust Attention

Dec 04, 2023
Isabel Leal, Krzysztof Choromanski, Deepali Jain, Avinava Dubey, Jake Varley, Michael Ryoo, Yao Lu, Frederick Liu, Vikas Sindhwani, Quan Vuong, Tamas Sarlos, Ken Oslund, Karol Hausman, Kanishka Rao

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Hardness of Low Rank Approximation of Entrywise Transformed Matrix Products

Nov 03, 2023
Tamas Sarlos, Xingyou Song, David Woodruff, Qiuyi, Zhang

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Efficient Graph Field Integrators Meet Point Clouds

Feb 05, 2023
Krzysztof Choromanski, Arijit Sehanobish, Han Lin, Yunfan Zhao, Eli Berger, Tetiana Parshakova, Alvin Pan, David Watkins, Tianyi Zhang, Valerii Likhosherstov, Somnath Basu Roy Chowdhury, Avinava Dubey, Deepali Jain, Tamas Sarlos, Snigdha Chaturvedi, Adrian Weller

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Learning a Fourier Transform for Linear Relative Positional Encodings in Transformers

Feb 03, 2023
Krzysztof Marcin Choromanski, Shanda Li, Valerii Likhosherstov, Kumar Avinava Dubey, Shengjie Luo, Di He, Yiming Yang, Tamas Sarlos, Thomas Weingarten, Adrian Weller

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FAVOR#: Sharp Attention Kernel Approximations via New Classes of Positive Random Features

Feb 01, 2023
Valerii Likhosherstov, Krzysztof Choromanski, Avinava Dubey, Frederick Liu, Tamas Sarlos, Adrian Weller

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Chefs' Random Tables: Non-Trigonometric Random Features

May 30, 2022
Valerii Likhosherstov, Krzysztof Choromanski, Avinava Dubey, Frederick Liu, Tamas Sarlos, Adrian Weller

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ES-ENAS: Combining Evolution Strategies with Neural Architecture Search at No Extra Cost for Reinforcement Learning

Jan 19, 2021
Xingyou Song, Krzysztof Choromanski, Jack Parker-Holder, Yunhao Tang, Daiyi Peng, Deepali Jain, Wenbo Gao, Aldo Pacchiano, Tamas Sarlos, Yuxiang Yang

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Differentially Private Weighted Sampling

Oct 25, 2020
Edith Cohen, Ofir Geri, Tamas Sarlos, Uri Stemmer

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