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Alexander Rakhlin

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 11:22 PM AMS

13

papers

295

total citations

papers (13)

Convergence of Adam Under Relaxed Assumptions

NEURIPS 2023arXiv

Convex and Non-convex Optimization Under Generalized Smoothness

NEURIPS 2023arXiv

Learning the Linear Quadratic Regulator from Nonlinear Observations

NEURIPS 2020arXiv

On the Complexity of Adversarial Decision Making

NEURIPS 2022arXiv

Efficient Model-Free Exploration in Low-Rank MDPs

NEURIPS 2023arXiv

Model-Free Reinforcement Learning with the Decision-Estimation Coefficient

NEURIPS 2023arXiv

Do We Need to Verify Step by Step? Rethinking Process Supervision from a Theoretical Perspective

Random Latent Exploration for Deep Reinforcement Learning

GaussMark: A Practical Approach for Structural Watermarking of Language Models

When is Agnostic Reinforcement Learning Statistically Tractable?

NEURIPS 2023arXiv

On the Variance, Admissibility, and Stability of Empirical Risk Minimization

NEURIPS 2023arXiv

Outcome-Based Online Reinforcement Learning: Algorithms and Fundamental Limits

NEURIPS 2025arXiv

The Non-linear $F$-Design and Applications to Interactive Learning