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Hi! I'm a fourth year undergrad studying Computer Science and Applied Math at UC Berkeley. I'm currently interested in deep learning generalization and privacy and am conducting research towards this end with members of Prof. Kannan Ramchandran's group. In the past, I've worked on federated learning on the Personalization team at Walmart Labs and neural network pruning in the Berkeley RISE Lab. My other academic interests include economics, math, statistics, and biology. I also love playing the violin.
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Lecture notes may still be work in progress, will update periodically.
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Yefan Zhou, Yaoqing Yang, Arin Chang, Michael W. Mahoney International Conference on Machine Learning (ICML), 2023 arxiv |
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TA, CS 70: Discrete Mathematics & Probability, Summer 2021, Fall 2021 |
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Website template from Jon Barron. |