"kolmogorov complexity" Papers

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Exploiting Vocabulary Frequency Imbalance in Language Model Pre-training

Woojin Chung, Jeonghoon Kim

NeurIPS 2025posterarXiv:2508.15390

Understanding LLM Behaviors via Compression: Data Generation, Knowledge Acquisition and Scaling Laws

Zhixuan Pan, Shaowen Wang, Liao Pengfei et al.

NeurIPS 2025spotlightarXiv:2504.09597

Position: The No Free Lunch Theorem, Kolmogorov Complexity, and the Role of Inductive Biases in Machine Learning

Micah Goldblum, Marc Finzi, Keefer Rowan et al.

ICML 2024spotlight