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Sham Kakade

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Information Theoretic Regret Bounds for Online Nonlinear Control

Jun 22, 2020
Sham Kakade, Akshay Krishnamurthy, Kendall Lowrey, Motoya Ohnishi, Wen Sun

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FLAMBE: Structural Complexity and Representation Learning of Low Rank MDPs

Jun 18, 2020
Alekh Agarwal, Sham Kakade, Akshay Krishnamurthy, Wen Sun

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Robust Meta-learning for Mixed Linear Regression with Small Batches

Jun 18, 2020
Weihao Kong, Raghav Somani, Sham Kakade, Sewoong Oh

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Soft Threshold Weight Reparameterization for Learnable Sparsity

Mar 11, 2020
Aditya Kusupati, Vivek Ramanujan, Raghav Somani, Mitchell Wortsman, Prateek Jain, Sham Kakade, Ali Farhadi

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Optimal Regularization Can Mitigate Double Descent

Mar 04, 2020
Preetum Nakkiran, Prayaag Venkat, Sham Kakade, Tengyu Ma

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The Implicit and Explicit Regularization Effects of Dropout

Mar 02, 2020
Colin Wei, Sham Kakade, Tengyu Ma

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Provable Representation Learning for Imitation Learning via Bi-level Optimization

Feb 24, 2020
Sanjeev Arora, Simon S. Du, Sham Kakade, Yuping Luo, Nikunj Saunshi

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