"neural scaling laws" Papers
9 papers found
Conference
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 2025
5
citations
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
4
citations
Towards Neural Scaling Laws for Time Series Foundation Models
Qingren Yao, Chao-Han Huck Yang, Renhe Jiang et al.
ICLR 2025arXiv:2410.12360
26
citations
A Dynamical Model of Neural Scaling Laws
Blake Bordelon, Alexander Atanasov, Cengiz Pehlevan
ICML 2024arXiv:2402.01092
77
citations
Navigating Scaling Laws: Compute Optimality in Adaptive Model Training
Sotiris Anagnostidis, Gregor Bachmann, Imanol Schlag et al.
ICML 2024spotlightarXiv:2311.03233
2
citations
Position: Graph Foundation Models Are Already Here
Haitao Mao, Zhikai Chen, Wenzhuo Tang et al.
ICML 2024spotlightarXiv:2402.02216
79
citations
Scaling Laws for Data Filtering— Data Curation cannot be Compute Agnostic
Sachin Goyal, Pratyush Maini, Zachary Lipton et al.
CVPR 2024arXiv:2404.07177
68
citations