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

Taj Jones-Mccormick; Aukosh Jagannath; Subhabrata Sen

2025 ICML ICML 2025

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

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Taj Jones-Mccormick, Aukosh Jagannath, Subhabrata Sen

Topics

Artificial Intelligence > Learning Paradigms > Transfer Learning Machine Learning > Core Methods > Representation Learning Deep Learning > Techniques > Pretraining

Keywords

transfer learning unsupervised pretraining sample complexity concept shift online stochastic gradient descent single-layer neural network

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