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08/28/2021
Stochastic Approximation with Discontinuous Dynamics, Differential Inclusions, and Applications
This work develops new results for stochastic approximation algorithms. ...
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09/26/2020
Adaptive Non-reversible Stochastic Gradient Langevin Dynamics
It is well known that adding any skew symmetric matrix to the gradient o...
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08/23/2020
Multi-kernel Passive Stochastic Gradient Algorithms
This paper develops a novel passive stochastic gradient algorithm. In pa...
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06/20/2020