Boundary Conditions for Linear Exit Time Gradient Trajectories Around Saddle Points: Analysis and Algorithm-Reference-Cited by-同舟云学术

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Boundary Conditions for Linear Exit Time Gradient Trajectories Around Saddle Points: Analysis and Algorithm

Published:2023-04 Issue:4 Volume:69 Page:2556-2602
ISSN:0018-9448
Container-title:IEEE Transactions on Information Theory
language:
Short-container-title:IEEE Trans. Inform. Theory

Author:

Dixit Rishabh¹^ORCID,Gürbüzbalaban Mert²^ORCID,Bajwa Waheed U.³^ORCID

Affiliation:

1. Department of Electrical and Computer Engineering, Rutgers University, New Brunswick, NJ, USA

2. Departments of Electrical & Computer Engineering, Management Science and Information Systems, and Statistics, Rutgers University, New Brunswick, NJ, USA

3. Departments of Electrical & Computer Engineering and Statistics, Rutgers University, New Brunswick, NJ, USA

Funder

National Science Foundation

Army Research Office

Office of Naval Research

Defense Advanced Research Projects Agency (DARPA) Lagrange Program through the Office of Naval Research (ONR)/Naval Information Warfare Systems Command

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Library and Information Sciences,Computer Science Applications,Information Systems

Link

https://ieeexplore.ieee.org/ielam/18/10073961/9915618-aam.pdf

Reference57 articles.

1. Some methods of speeding up the convergence of iteration methods

2. The stable, center-stable, center, center-unstable, unstable manifolds

3. Smooth Manifolds

4. Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition

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