Spotlight "kolmogorov complexity" Papers

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poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

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

Zhixuan Pan, Shaowen Wang, Liao Pengfei et al.

NeurIPS 2025spotlightarXiv:2504.09597
5
citations

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
60
citations