Optimizing star-convex functions JCH Lee, P Valiant
2016 IEEE 57th Annual Symposium on Foundations of Computer Science (FOCS …, 2016
33 2016 Optimal Sub-Gaussian Mean Estimation in JCH Lee, P Valiant
2021 IEEE 62nd Annual Symposium on Foundations of Computer Science (FOCS …, 2022
29 2022 Outlier-robust sparse mean estimation for heavy-tailed distributions I Diakonikolas, D Kane, J Lee, A Pensia
Advances in Neural Information Processing Systems 35, 5164-5177, 2022
11 2022 Finding an approximate mode of a kernel density estimate JCH Lee, J Li, C Musco, JM Phillips, WM Tai
29th Annual European Symposium on Algorithms (ESA 2021), 2021
10 * 2021 Predict+ Optimize for packing and covering LPs with unknown parameters in constraints X Hu, JCH Lee, JHM Lee
Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 3987-3995, 2023
9 2023 Branch & learn for recursively and iteratively solvable problems in Predict+ Optimize X Hu, J Lee, J Lee, AZ Zhong
Advances in Neural Information Processing Systems 35, 25807-25817, 2022
7 2022 Finite-sample maximum likelihood estimation of location S Gupta, J Lee, E Price, P Valiant
Advances in Neural Information Processing Systems 35, 30139-30149, 2022
6 2022 Optimal sub-gaussian mean estimation in very high dimensions JCH Lee, P Valiant
13th Innovations in Theoretical Computer Science Conference (ITCS 2022), 2022
6 2022 Uncertainty about uncertainty: Optimal adaptive algorithms for estimating mixtures of unknown coins JCH Lee, P Valiant
SODA 2021, 2021
6 * 2021 Finite-sample symmetric mean estimation with fisher information rate S Gupta, JCH Lee, E Price
The Thirty Sixth Annual Conference on Learning Theory, 4777-4830, 2023
5 2023 High-dimensional location estimation via norm concentration for subgamma vectors S Gupta, JCH Lee, E Price
International Conference on Machine Learning, 12132-12164, 2023
5 2023 Towards practical infinite stream constraint programming: Applications and implementation JCH Lee, JHM Lee
International Conference on Principles and Practice of Constraint …, 2014
5 2014 Quantifying and reducing bias in maximum likelihood estimation of structured anomalies U Chitra, K Ding, JCH Lee, BJ Raphael
International Conference on Machine Learning, 1908-1919, 2021
4 2021 Branch & Learn with Post-hoc Correction for Predict+ Optimize with Unknown Parameters in Constraints X Hu, JCH Lee, JHM Lee
International Conference on Integration of Constraint Programming …, 2023
2 2023 Minimax-Optimal Location Estimation S Gupta, J Lee, E Price, P Valiant
Advances in Neural Information Processing Systems 36, 2024
1 2024 Augmenting stream constraint programming with eventuality conditions JCH Lee, JHM Lee, AZ Zhong
Principles and Practice of Constraint Programming: 24th International …, 2018
1 2018 Optimality in Mean Estimation: Beyond Worst-Case, Beyond Sub-Gaussian, and Beyond T Dang, J Lee, MR Song, P Valiant
Advances in Neural Information Processing Systems 36, 2024
2024 A Spectral Algorithm for List-Decodable Covariance Estimation in Relative Frobenius Norm I Diakonikolas, D Kane, J Lee, A Pensia, T Pittas
Advances in Neural Information Processing Systems 36, 48819-48854, 2023
2023 Two-Stage Predict+ Optimize for MILPs with Unknown Parameters in Constraints HU Xinyi, JCH Lee, JHM Lee
Thirty-seventh Conference on Neural Information Processing Systems, 2023
2023 Classic and Modern Challenges in Statistical Estimation CHJ Lee
Brown University, 2021
2021 
Paul ValiantAssociate Professor of Computer Science, Purdue UniversityBestätigte E-Mail-Adresse bei purdue.edu
