All Publications


  • When No-Rejection Learning is Consistent for Regression with Rejection Li, X., Liu, S., Sun, C., Wang, H., Dasgupta, S., Mandt, S., Li, Y. JMLR-JOURNAL MACHINE LEARNING RESEARCH. 2024
  • Predict-then-Calibrate: A New Perspective of Robust Contextual LP Sun, C., Liu, L., Li, X., Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M., Levine, S. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2023
  • Simple and fast algorithm for binary integer and online linear programming MATHEMATICAL PROGRAMMING Li, X., Sun, C., Ye, Y. 2022
  • The Symmetry between Arms and Knapsacks: A Primal-Dual Approach for Bandits with Knapsacks Li, X., Sun, C., Ye, Y., Meila, M., Zhang, T. JMLR-JOURNAL MACHINE LEARNING RESEARCH. 2021