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Detect, Retrieve, Comprehend: A Flexible Framework for Zero-Shot Document-Level Question Answering


Oct 04, 2022
Tavish McDonald, Brian Tsan, Amar Saini, Juanita Ordonez, Luis Gutierrez, Phan Nguyen, Blake Mason, Brenda Ng

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One for All: Simultaneous Metric and Preference Learning over Multiple Users


Jul 07, 2022
Gregory Canal, Blake Mason, Ramya Korlakai Vinayak, Robert Nowak

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Benign Overparameterization in Membership Inference with Early Stopping


May 27, 2022
Jasper Tan, Daniel LeJeune, Blake Mason, Hamid Javadi, Richard G. Baraniuk

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* 28 pages, 12 figures 

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An Experimental Design Approach for Regret Minimization in Logistic Bandits


Feb 04, 2022
Blake Mason, Kwang-Sung Jun, Lalit Jain

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Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference


Feb 02, 2022
Jasper Tan, Blake Mason, Hamid Javadi, Richard G. Baraniuk

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* 25 pages, 8 figures 

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Practical, Provably-Correct Interactive Learning in the Realizable Setting: The Power of True Believers


Nov 09, 2021
Julian Katz-Samuels, Blake Mason, Kevin Jamieson, Rob Nowak

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Nearly Optimal Algorithms for Level Set Estimation


Nov 02, 2021
Blake Mason, Romain Camilleri, Subhojyoti Mukherjee, Kevin Jamieson, Robert Nowak, Lalit Jain

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* 9 pages + appendices. 6 Figures 

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NFT-K: Non-Fungible Tangent Kernels


Oct 11, 2021
Sina Alemohammad, Hossein Babaei, CJ Barberan, Naiming Liu, Lorenzo Luzi, Blake Mason, Richard G. Baraniuk

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Nearest Neighbor Search Under Uncertainty


Mar 08, 2021
Blake Mason, Ardhendu Tripathy, Robert Nowak

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* 22 pages 

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Finding All ε-Good Arms in Stochastic Bandits


Jun 16, 2020
Blake Mason, Lalit Jain, Ardhendu Tripathy, Robert Nowak

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* 93 total pages (8 main pages + appendices), 12 figures, submitted to NeurIPS 2020 

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