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20152020
most citedA Bayesian Theory of Change Detection in Statistically Periodic Random Processes

3 citations · 3 across the 2 of their papers we have counts for

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math.OC2019

Distributed Deep Learning with Event-Triggered Communication

Jemin George, Prudhvi Gurram

We develop a Distributed Event-Triggered Stochastic GRAdient Descent (DETSGRAD) algorithm for solving non-convex optimization problems typically encountered in distributed deep lea…

math.OC2019

Distributed Stochastic Gradient Method for Non-Convex Problems with Applications in Supervised Learning

Jemin George, Tao Yang, He Bai +1

We develop a distributed stochastic gradient descent algorithm for solving non-convex optimization problems under the assumption that the local objective functions are twice contin…