Gradient Descent in the Absence of Global Lipschitz Continuity of the Gradients-Reference-Cited by-同舟云学术

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Gradient Descent in the Absence of Global Lipschitz Continuity of the Gradients

Published:2024-07-05 Issue:3 Volume:6 Page:602-626
ISSN:2577-0187
Container-title:SIAM Journal on Mathematics of Data Science
language:en
Short-container-title:SIAM Journal on Mathematics of Data Science

Author:

Patel Vivak¹^ORCID,Berahas Albert S.²

Affiliation:

1. Department of Statistics, University of Wisconsin – Madison, Madison, WI 53706 USA.

2. Department of Industrial and Operations Engineering, University of Michigan – Ann Arbor, Ann Arbor, MI 48109 USA.

Funder

Wisconsin Alumni Research Foundation

Office of Naval Research

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Reference42 articles.

1. Minimization of functions having Lipschitz continuous first partial derivatives

2. A Descent Lemma Beyond Lipschitz Gradient Continuity: First-Order Methods Revisited and Applications

3. First-Order Methods in Optimization

4. Lecture Notes in Math. 1709;Benaïm M.,1999

5. Stoch. Model. Appl. Probab. 22;Benveniste A.,2012

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1. Gradient Descent-Based Task-Orientation Robot Control Enhanced With Gaussian Process Predictions;IEEE Robotics and Automation Letters;2024-09

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