Xialiang Dou | DeepAI

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Featured Co-authors

Tengyuan Liang
29 publications
Mihai Anitescu
24 publications

research

∙ 09/08/2019

Distributionally Robust Optimization with Correlated Data from Vector Autoregressive Processes

We present a distributionally robust formulation of a stochastic optimiz...

0 Xialiang Dou, et al. ∙

research

∙ 01/21/2019

Training Neural Networks as Learning Data-adaptive Kernels: Provable Representation and Approximation Benefits

Consider the problem: given data pair (x, y) drawn from a population wit...

0 Xialiang Dou, et al. ∙