Alekh Agarwal

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

ORCID: 0000-0001-7032-7162

Publications

• Model-Free Representation Learning and Exploration in Low-Rank MDPs — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• A Contextual Bandit Bake-off — Journal of Machine Learning Research 2021 (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)
• Active Learning for Cost-Sensitive Classification — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)
• A Reliable Effective Terascale Linear Learning System — Journal of Machine Learning Research 2014 (name-matched, not ORCID-linked)
• Fast global convergence of gradient methods for high-dimensional statistical recovery — The Annals of Statistics 2012
• Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions — The Annals of Statistics 2012 (name-matched, not ORCID-linked)
• Message-passing for Graph-structured Linear Programs: Proximal Methods and Rounding Schemes — Journal of Machine Learning Research 2010 (name-matched, not ORCID-linked)