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]