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Adam Block
Adam Block
7
papers
158
total citations
papers (7)
Self-Improvement in Language Models: The Sharpening Mechanism
ICLR 2025
arXiv
60
citations
Provable Guarantees for Generative Behavior Cloning: Bridging Low-Level Stability and High-Level Behavior
NEURIPS 2023
arXiv
37
citations
Efficient Model-Free Exploration in Low-Rank MDPs
NEURIPS 2023
arXiv
17
citations
Smoothed Online Learning for Prediction in Piecewise Affine Systems
NEURIPS 2023
arXiv
13
citations
Efficient and Near-Optimal Smoothed Online Learning for Generalized Linear Functions
NEURIPS 2022
arXiv
12
citations
Butterfly Effects of SGD Noise: Error Amplification in Behavior Cloning and Autoregression
ICLR 2024
arXiv
11
citations
GaussMark: A Practical Approach for Structural Watermarking of Language Models
ICML 2025
arXiv
8
citations