"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

A Solvable Attention for Neural Scaling Laws

Bochen Lyu, Di Wang, Zhanxing Zhu

Complexity Scaling Laws for Neural Models using Combinatorial Optimization

Lowell Weissman, Michael Krumdick, A. Abbott

NEURIPS 2025arXiv:2506.12932

DRoP: Distributionally Robust Data Pruning

Artem Vysogorets, Kartik Ahuja, Julia Kempe

ICLR 2025arXiv:2404.05579

Towards Neural Scaling Laws for Time Series Foundation Models

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

ICLR 2025arXiv:2410.12360

A Dynamical Model of Neural Scaling Laws

Blake Bordelon, Alexander Atanasov, Cengiz Pehlevan

ICML 2024arXiv:2402.01092

Navigating Scaling Laws: Compute Optimality in Adaptive Model Training

Sotiris Anagnostidis, Gregor Bachmann, Imanol Schlag et al.

ICML 2024spotlightarXiv:2311.03233

Position: Graph Foundation Models Are Already Here

Haitao Mao, Zhikai Chen, Wenzhuo Tang et al.

ICML 2024spotlightarXiv:2402.02216

Scaling Laws for Data Filtering— Data Curation cannot be Compute Agnostic

Sachin Goyal, Pratyush Maini, Zachary Lipton et al.

CVPR 2024arXiv:2404.07177