Near Optimal Methods for Minimizing Convex Functions with Lipschitz A Gasnikov, P Dvurechensky, E Gorbunov, E Vorontsova, ...
Conference on Learning Theory, 1392-1393, 2019
82 2019 An optimal high-order tensor method for convex optimization B Jiang, H Wang, S Zhang
Conference on Learning Theory, 1799-1801, 2019
38 2019 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
31 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
30 2021 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
19 2022 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
9 2022 Linear regression with partially mismatched data: local search with theoretical guarantees R Mazumder, H Wang
Mathematical Programming 197 (2), 1265-1303, 2023
8 2023 On the convergence of CART under sufficient impurity decrease condition R Mazumder, H Wang
Advances in Neural Information Processing Systems 36, 2024
5 2024 Linear regression with mismatched data: A provably optimal local search algorithm R Mazumder, H Wang
Integer Programming and Combinatorial Optimization: 22nd International …, 2021
5 2021 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
4 2022 Nonparametric finite mixture models with possible shape constraints: A cubic newton approach H Wang, S Ibrahim, R Mazumder
arXiv preprint arXiv:2107.08535, 2021
4 2021 Linear programming using diagonal linear networks H Wang, P Ghosal, R Mazumder
arXiv preprint arXiv:2310.02535, 2023
3 2023 A Cyclic Coordinate Descent Method for Convex Optimization on Polytopes R Mazumder, H Wang
arXiv preprint arXiv:2303.07642, 2023
2 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 An improved analysis for algorithms on cuts and scheduling S He, S Luo, H Wang
2018 