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Adam Block — most-cited papers & profile · Large Language Models
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Adam Block
7
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Most-cited papers
From Curiosity to Caution: Mitigating Reward Hacking for Best-of-N with Pessimism
2026
Revisiting the (Sub)Optimality of Best-of-N for Inference-Time Alignment
2026
The Coverage Principle: How Pre-Training Enables Post-Training
2025
A Theory of Learning with Autoregressive Chain of Thought
2025
Is Best-of-N the Best of Them? Coverage, Scaling, and Optimality in Inference-Time Alignment
2025
GaussMark: A Practical Approach for Structural Watermarking of Language Models
2025
Self-Improvement in Language Models: The Sharpening Mechanism
2024
Top co-authors
Audrey Huang
· 3
Dylan J. Foster
· 3
Akshay Krishnamurthy
· 2
Jordan T. Ash
· 2
and Akshay Krishnamurthy
· 1
and Alexander Rakhlin
· 1
Ayush Sekhari
· 1
Cyril Zhang
· 1
Dhruv Rohatgi
· 1
Fan Chen
· 1
Gal Vardi
· 1
Max Simchowitz
· 1
Topics
cs.LG
cs.AI
stat.ML
cs.CL
math.ST
stat.TH
cs.CC
cs.CR