Active Learning of Deep Neural Networks via Gradient-Free Cutting Planes

Erica Zhang; Fangzhao Zhang; Mert Pilanci

2025 ICML ICML 2025

Active Learning of Deep Neural Networks via Gradient-Free Cutting Planes

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

Erica Zhang, Fangzhao Zhang, Mert Pilanci

Topics

Machine Learning > Optimization & Theory > Optimization Deep Learning > Architectures > Neural Networks

Keywords

active learning relu network convergence theory feasible set geometric contraction rate gradient-free cutting planes

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