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Randomized Bregman Coordinate Descent Methods for Non-Lipschitz Optimization

Jan 15, 2020
Tianxiang Gao, Songtao Lu, Jia Liu, Chris Chu

* First draft 

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Leveraging Two Reference Functions in Block Bregman Proximal Gradient Descent for Non-convex and Non-Lipschitz Problems

Dec 16, 2019
Tianxiang Gao, Songtao Lu, Jia Liu, Chris Chu

* Submit to TSP 

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A Forest from the Trees: Generation through Neighborhoods

Feb 04, 2019
Yang Li, Tianxiang Gao, Junier Oliva


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DID: Distributed Incremental Block Coordinate Descent for Nonnegative Matrix Factorization

Feb 25, 2018
Tianxiang Gao, Chris Chu

* Accepted by AAAI 2018 

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Degrees of Freedom in Deep Neural Networks

Jun 03, 2016
Tianxiang Gao, Vladimir Jojic


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