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Sham Kakade
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Provable Copyright Protection for Generative Models


Feb 21, 2023
Nikhil Vyas, Sham Kakade, Boaz Barak

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Recurrent Convolutional Neural Networks Learn Succinct Learning Algorithms


Sep 01, 2022
Surbhi Goel, Sham Kakade, Adam Tauman Kalai, Cyril Zhang

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Hidden Progress in Deep Learning: SGD Learns Parities Near the Computational Limit


Jul 18, 2022
Boaz Barak, Benjamin L. Edelman, Surbhi Goel, Sham Kakade, Eran Malach, Cyril Zhang

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Matryoshka Representations for Adaptive Deployment


Jun 01, 2022
Aditya Kusupati, Gantavya Bhatt, Aniket Rege, Matthew Wallingford, Aditya Sinha, Vivek Ramanujan, William Howard-Snyder, Kaifeng Chen, Sham Kakade, Prateek Jain, Ali Farhadi

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* 32 pages, 11 figures Edits: Fixed details about adaptive classification 
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A Sharp Characterization of Linear Estimators for Offline Policy Evaluation


Mar 08, 2022
Juan C. Perdomo, Akshay Krishnamurthy, Peter Bartlett, Sham Kakade

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Understanding Contrastive Learning Requires Incorporating Inductive Biases


Feb 28, 2022
Nikunj Saunshi, Jordan Ash, Surbhi Goel, Dipendra Misra, Cyril Zhang, Sanjeev Arora, Sham Kakade, Akshay Krishnamurthy

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Multi-Stage Episodic Control for Strategic Exploration in Text Games


Jan 11, 2022
Jens Tuyls, Shunyu Yao, Sham Kakade, Karthik Narasimhan

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Anti-Concentrated Confidence Bonuses for Scalable Exploration


Oct 21, 2021
Jordan T. Ash, Cyril Zhang, Surbhi Goel, Akshay Krishnamurthy, Sham Kakade

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Inductive Biases and Variable Creation in Self-Attention Mechanisms


Oct 19, 2021
Benjamin L. Edelman, Surbhi Goel, Sham Kakade, Cyril Zhang

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