"learning theory" Papers

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Towards a learning theory of representation alignment

Francesco Maria Gabriele Insulla, Shuo Huang, Lorenzo Rosasco

ICLR 2025posterarXiv:2502.14047
2
citations

A Theory of Fault-Tolerant Learning

Changlong Wu, Yifan Wang, Ananth Grama

ICML 2024spotlight

Scaling Laws for the Value of Individual Data Points in Machine Learning

Ian Covert, Wenlong Ji, Tatsunori Hashimoto et al.

ICML 2024poster