2025 "neural scaling laws" Papers

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Paper Type

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

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

A Solvable Attention for Neural Scaling Laws

Bochen Lyu, Di Wang, Zhanxing Zhu

ICLR 2025poster
5
citations

Complexity Scaling Laws for Neural Models using Combinatorial Optimization

Lowell Weissman, Michael Krumdick, A. Abbott

NEURIPS 2025posterarXiv:2506.12932

DRoP: Distributionally Robust Data Pruning

Artem Vysogorets, Kartik Ahuja, Julia Kempe

ICLR 2025posterarXiv:2404.05579
4
citations

Towards Neural Scaling Laws for Time Series Foundation Models

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

ICLR 2025posterarXiv:2410.12360
24
citations