Zhenan Fan

I am a PhD student in the optimization group of the Department of Computer Science at University of British Columbia. My supervisor is Prof. Michael P. Friedlander.

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Research

I am interested in developing algorithms for optimization problems arising in machine learning, compressed sensing and operation research. .

Bundle-type Method for Dual Atomic Pursuit
Zhenan Fan, Yifan Sun, Michael P. Friedlander,
53rd Annual Asilomar Conference on Signals, Systems, and Computers Asia, 2019

Greedy-type algorithm for atomic minimization problem, eg. Basis Bursuit, Matrix Completion.

Polar Alignment and Atomic Decomposition
Zhenan Fan, Yifan Sun, Halyun Jeong, Michael P. Friedlander,
Submitted

A geometric perspective of structured optimization problem.


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