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Provable Benefits of Unsupervised Pre-training and Transfer Learning via Single-Index Models

Taj Jones-McCormick, Aukosh Jagannath, Subhabrata Sen. Provable Benefits of Unsupervised Pre-training and Transfer Learning via Single-Index Models. In Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025. OpenReview.net, 2025. [doi]

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