2024 "neural scaling laws" Papers

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A Dynamical Model of Neural Scaling Laws

Blake Bordelon, Alexander Atanasov, Cengiz Pehlevan

ICML 2024posterarXiv: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 2024posterarXiv:2404.07177
67
citations