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Chi Jin(金驰)
Assistant Professor
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Bio
My research interests lie in machine learning, statistics and optimization. The primary goal of my Ph.D. research is to design better learning algorithms that are theoretically sound, and efficient in sample complexity, runtime and space. To achieve this goal, my research has focused on providing a deeper understanding of fundamental questions in nonconvex optimization and recently in reinforcement learning.
Papers46 papers
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ICLR 2021, (2021)
ICML, pp.551-560, (2020)
ICML, pp.6083-6093, (2020)
COLT, pp.2738-2779, (2020)
ICML, pp.4880-4889, (2020)
ICML, pp.4860-4869, (2020)
arXiv preprint arXiv:1912.01192, (2020)
NIPS 2020, (2020)
ICML, pp.4870-4879, (2020)
Proceedings of the National Academy of Sciences of the United States of America, (2019): 201820003
ICML, pp.1283-1294, (2019)
COLT, pp.2137-2143, (2019)
arXiv: Probability, (2019)
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