Sham Kakade

10 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-8181-2761

Publications

• A Complete Characterization of Linear Estimators for Offline Policy Evaluation — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Benign Overfitting of Constant-Stepsize SGD for Linear Regression — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• On the Theory of Policy Gradient Methods: Optimality, Approximation, and Distribution Shift — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Parallelizing Stochastic Gradient Descent for Least Squares Regression: Mini-batching, Averaging, and Model Misspecification — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
• When Are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity — Journal of Machine Learning Research 2015 (name-matched, not ORCID-linked)
• Tensor Decompositions for Learning Latent Variable Models — Journal of Machine Learning Research 2014 (name-matched, not ORCID-linked)
• A Tensor Approach to Learning Mixed Membership Community Models — Journal of Machine Learning Research 2014 (name-matched, not ORCID-linked)
• A Risk Comparison of Ordinary Least Squares vs Ridge Regression — Journal of Machine Learning Research 2013 (name-matched, not ORCID-linked)
• Regularization Techniques for Learning with Matrices — Journal of Machine Learning Research 2012 (name-matched, not ORCID-linked)