| Near Optimal Methods for Minimizing Convex Functions with Lipschitz -th Derivatives A Gasnikov, P Dvurechensky, E Gorbunov, E Vorontsova, ... Conference on Learning Theory, 1392-1393, 2019 | 80 | 2019 |
| An optimal high-order tensor method for convex optimization B Jiang, H Wang, S Zhang Conference on Learning Theory, 1799-1801, 2019 | 34 | 2019 |
| An optimal high-order tensor method for convex optimization B Jiang, H Wang, S Zhang Mathematics of Operations Research 46 (4), 1390-1412, 2021 | 29 | 2021 |
| Interior-point methods strike back: Solving the wasserstein barycenter problem D Ge, H Wang, Z Xiong, Y Ye Advances in neural information processing systems 32, 2019 | 26 | 2019 |
| Quant-bnb: A scalable branch-and-bound method for optimal decision trees with continuous features R Mazumder, X Meng, H Wang International Conference on Machine Learning, 15255-15277, 2022 | 13 | 2022 |
| Linear regression with partially mismatched data: local search with theoretical guarantees R Mazumder, H Wang Mathematical Programming 197 (2), 1265-1303, 2023 | 6 | 2023 |
| Solving L1-regularized SVMs and related linear programs: Revisiting the effectiveness of column and constraint generation A Dedieu, R Mazumder, H Wang Journal of Machine Learning Research 23 (164), 1-41, 2022 | 6 | 2022 |
| Frank--Wolfe Methods with an Unbounded Feasible Region and Applications to Structured Learning H Wang, H Lu, R Mazumder SIAM Journal on Optimization 32 (4), 2938-2968, 2022 | 3 | 2022 |
| Linear regression with mismatched data: A provably optimal local search algorithm R Mazumder, H Wang Integer Programming and Combinatorial Optimization: 22nd International …, 2021 | 3 | 2021 |
| Nonparametric finite mixture models with possible shape constraints: A cubic newton approach H Wang, S Ibrahim, R Mazumder arXiv preprint arXiv:2107.08535, 2021 | 2 | 2021 |
| Linear programming using diagonal linear networks H Wang, P Ghosal, R Mazumder arXiv preprint arXiv:2310.02535, 2023 | 1 | 2023 |
| A Light-speed Linear Program Solver for Personalized Recommendation with Diversity Constraints H Wang, M Cheng, K Basu, A Gupta, K Selvaraj, R Mazumder arXiv preprint arXiv:2211.12409, 2022 | 1 | 2022 |
| A Cyclic Coordinate Descent Method for Convex Optimization on Polytopes R Mazumder, H Wang arXiv preprint arXiv:2303.07642, 2023 | | 2023 |
| An improved analysis for algorithms on cuts and scheduling S He, S Luo, H Wang | | 2018 |
