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My Google Scholar Profile

Ph.D. Thesis

Preprints

Journal Papers

Conference/Workshop Papers – Machine Learning

  • S. Li, W. Swartworth, M. Takac, D. Needell, and R. M. Gower, “SP2: A second order stochastic Polyak method,” to appear in The Eleventh International Conference on Learning Representations (ICLR), Kigali, Rwanda, May 2023.

  • S. Li, Y. Xie, Q. Li, and G. Tang, “Cubic regularization for differentiable games,” The Bridging Game Theory and Deep Learning Workshop NeurIPS 2019 (Smooth Games Optimization and Machine Learning Series), Vancouver, Canada, December 2019.

Conference/Workshop Papers – Signal Processing

  • R. Grotheer, S. Li, A. Ma, D. Needell, J. Qin, “Stochastic natural thresholding algorithms,” to appear in The 57th Asilomar Conference on Signals, Systems and Computers (ACSSC), California, USA, October 2023.

  • N. Durgin, R. Grotheer, C. Huang, S. Li, A. Ma, D. Needell, and J. Qin, “Jointly sparse signal recovery with prior info,” The 53rd Asilomar Conference on Signals, Systems and Computers (ACSSC), California, USA, November 2019.