Poster "learning theory" Papers

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Towards a learning theory of representation alignment

Francesco Maria Gabriele Insulla, Shuo Huang, Lorenzo Rosasco

ICLR 2025arXiv:2502.14047
2
citations

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

Ian Covert, Wenlong Ji, Tatsunori Hashimoto et al.

ICML 2024arXiv:2405.20456
11
citations