"kolmogorov complexity" Papers
3 papers found
Exploiting Vocabulary Frequency Imbalance in Language Model Pre-training
Woojin Chung, Jeonghoon Kim
NeurIPS 2025posterarXiv:2508.15390
1
citations
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