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I have joined Amazon as Applied Science Intern for Summer 2019.

Long Beach Convention Center, Long Beach.

I am visiting Michael I. Jordan.

We get one paper accepted!

Publications

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Due to their hunger for big data, modern deep learning models are trained in parallel, often in distributed environments, where …

We provide the first importance sampling variants of variance-reduced algorithms for empirical risk minimization with non-convex loss …

We consider distributed optimization where the objective function is spread among different devices, each sending incremental model …

The stochastic variance-reduced gradient method (SVRG) and its accelerated variant (Katyusha) have attracted enormous attention in the …

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