Jineng Ren | DeepAI

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Featured Co-authors

Jarvis Haupt
29 publications
Xingguo Li
23 publications
Sirisha Rambhatla
19 publications

research

∙ 03/16/2019

A Provably Communication-Efficient Asynchronous Distributed Inference Method for Convex and Nonconvex Problems

This paper proposes and analyzes a communication-efficient distributed o...

0 Jineng Ren, et al. ∙

research

∙ 02/26/2019

A Dictionary-Based Generalization of Robust PCA Part II: Applications to Hyperspectral Demixing

We consider the task of localizing targets of interest in a hyperspectra...

0 Sirisha Rambhatla, et al. ∙

research

∙ 02/21/2019

A Dictionary-Based Generalization of Robust PCA Part I: Study of Theoretical Properties

We consider the decomposition of a data matrix assumed to be a superposi...

0 Sirisha Rambhatla, et al. ∙

research

∙ 09/02/2017

Communication-efficient Algorithm for Distributed Sparse Learning via Two-way Truncation

We propose a communicationally and computationally efficient algorithm f...

0 Jineng Ren, et al. ∙