conftrace_

error amplification

5 papers

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Co-occurring keywords · papers mentioning both

approximation factor (1) model deterioration (1) data shift (1) robust (1) information-theoretically (1) misspecification (1) large language model (1) training instability (1) exponential moving average (1) model update (1)

Papers

Computational-Statistical Tradeoffs at the Next-Token Prediction Barrier: Autoregressive and Imitation Learning under Misspecification (extended abstract) COLT 2025 SeaPO: Strategic Error Amplification for Robust Preference Optimization of Large Language Models EMNLP 2025 Butterfly Effects of SGD Noise: Error Amplification in Behavior Cloning and Autoregression ICLR 2024 Error Amplification When Updating Deployed Machine Learning Models MLHC 2022 Defensive Quantization: When Efficiency Meets Robustness ICLR 2019