liang137.github.io - Liang Zhang

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Ph.D. Student at ETH Zürich

I am a first-year Ph.D. student in computer science at the Max Planck ETH Center for Learning Systems (CLS), jointly advised by Prof. Niao He from ETH Zürich and Michael Muehlebach from the Max Planck Institute for Intelligent Systems .

My research interest lies in the intersection between optimization and machine learning. Currently, I am working on differentially private stochastic optimization. I am also interested in the generalization behaviors of optimization algorithms, especially for nonconvex problems.