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'm interested in convex optimization, machine learning and applied linear algebra. .

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

Frank-Wolfe-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

Revisiting the optimality condition for constrained and regularized problems.


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