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Rishabh Dixit

Accelerated gradient methods for nonconvex optimization: Escape trajectories from strict saddle points and convergence to local minima

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Jul 13, 2023
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Boundary Conditions for Linear Exit Time Gradient Trajectories Around Saddle Points: Analysis and Algorithm

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Jan 07, 2021
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Exit Time Analysis for Approximations of Gradient Descent Trajectories Around Saddle Points

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Jun 01, 2020
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Online Learning over Dynamic Graphs via Distributed Proximal Gradient Algorithm

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May 16, 2019
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