conftrace_

martingale method

4 papers

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Co-occurring keywords · papers mentioning both

generalization bound (2) token-level analysis (1) weak classifier (1) quadratic variation (1) branching program (1) large language model (1) infinitely divisible distribution (1) empirical process (1) weak learner (1) boosting algorithm (1)

Papers

Unlocking Tokens as Data Points for Generalization Bounds on Larger Language Models NeurIPS 2024 Policy Evaluation and Temporal-Difference Learning in Continuous Time and Space: A Martingale Approach JMLR 2022 Generalization Bound for Infinitely Divisible Empirical Process AISTATS 2011 Adaptive Martingale Boosting NeurIPS 2008