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2024 ICML ICML 2024

Monotone, Bi-Lipschitz, and Polyak-Łojasiewicz Networks

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

Ruigang Wang, Krishnamurthy Dj Dvijotham, Ian Manchester

Topics

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

Keywords

polyak-łojasiewicz condition bilipnet invertible residual layer lipschitzness plnet strong monotonicity
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