"neural scaling laws" Papers

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AlphaZero Neural Scaling and Zipf's Law: a Tale of Board Games and Power Laws

Oren Neumann, Claudius Gros

NeurIPS 2025spotlightarXiv:2412.11979
9
citations

Complexity Scaling Laws for Neural Models using Combinatorial Optimization

Lowell Weissman, Michael Krumdick, A. Abbott

NeurIPS 2025posterarXiv:2506.12932

Towards Neural Scaling Laws for Time Series Foundation Models

Qingren Yao, Chao-Han Huck Yang, Renhe Jiang et al.

ICLR 2025posterarXiv:2410.12360

A Dynamical Model of Neural Scaling Laws

Blake Bordelon, Alexander Atanasov, Cengiz Pehlevan

ICML 2024poster

Navigating Scaling Laws: Compute Optimality in Adaptive Model Training

Sotiris Anagnostidis, Gregor Bachmann, Imanol Schlag et al.

ICML 2024spotlight

Position: Graph Foundation Models Are Already Here

Haitao Mao, Zhikai Chen, Wenzhuo Tang et al.

ICML 2024spotlight