Conference Publications:

  1. Predict+Optimize for Packing and Covering LPs with Unknown Parameters in Constraints
    Xinyi Hu, Jasper C.H. Lee and Jimmy H.M. Lee
    To appear in AAAI 2023.
    [arXiv]

  2. Finite-Sample Maximum Likelihood Estimation of Location
    Shivam Gupta, Jasper C.H. Lee, Eric Price and Paul Valiant
    To appear in NeurIPS 2022.
    [arXiv]

  3. Outlier-Robust Sparse Mean Estimation for Heavy-Tailed Distributions
    Ilias Diakonikolas, Daniel Kane, Jasper C.H. Lee and Ankit Pensia
    To appear in NeurIPS 2022.

  4. Branch & Learn for Recursively and Iteratively Solvable Problems in Predict+Optimize
    Xinyi Hu, Jasper C.H. Lee, Jimmy H.M. Lee and Allen Z. Zhong
    To appear in NeurIPS 2022.
    [arXiv]

  5. Optimal Sub-Gaussian Mean Estimation in Very High Dimensions
    Jasper C.H. Lee and Paul Valiant
    ITCS 2022, pages 98:1-98:21.
    [Proceedings]

  6. Optimal Sub-Gaussian Mean Estimation in R
    Jasper C.H. Lee and Paul Valiant
    FOCS 2021, pages 672-683.
    [arXiv] [Proceedings]

  7. Finding the Mode of a Kernel Density Estimate
    Jasper C.H. Lee, Jerry Li, Christopher Musco, Jeff M. Phillips and Wai Ming Tai
    ESA 2021, pages 61:1-61:19.
    [arXiv] [Proceedings]

  8. Quantifying and Reducing Bias in Maximum Likelihood Estimation of Structured Anomalies
    ICML 2021, pages 1908-1919.
    Uthsav Chitra, Kimberly Ding, Jasper C.H. Lee and Benjamin Raphael
    [arXiv] [Proceedings]

  9. Uncertainty about Uncertainty: Optimal Adaptive Algorithms for Estimating Mixtures of Unknown Coins
    SODA 2021, pages 394-413.
    Jasper C.H. Lee and Paul Valiant
    [arXiv] [Proceedings]

  10. Fast Algorithms for Computing Interim Allocations in Single-Parameter Environments
    PRIMA 2018, pages 194-209.
    Amy Greenwald, Jasper Lee, Takehiro Oyakawa

  11. Augmenting Stream Constraint Programming with Eventuality Conditions
    CP 2018, pages 242-258.
    Jasper C.H. Lee, Jimmy H.M. Lee and Zhuowei Zhong
    [arXiv] [Proceedings]

  12. Optimizing Star-Convex Functions
    FOCS 2016, pages 603-614.
    Jasper C.H. Lee and Paul Valiant
    [arXiv] [Proceedings]

  13. Towards Practical Infinite Data Stream Constraint Solving: Applications and Implementation
    CP 2014, pages 449-464.
    Jasper C.H. Lee and Jimmy H.M. Lee
    [Proceedings]