Wang, Haoyue

8 publications

NeurIPS 2024 ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models Xiang Meng, Kayhan Behdin, Haoyue Wang, Rahul Mazumder

NeurIPS 2023 On the Convergence of CART Under Sufficient Impurity Decrease Condition Rahul Mazumder, Haoyue Wang

NeurIPSW 2022 A Light-Speed Linear Program Solver for Personalized Recommendation with Diversity Constraints Haoyue Wang, Miao Cheng, Kinjal Basu, Aman Gupta, Sathiya Keerthi, Rahul Mazumder

ICML 2022 Quant-BnB: A Scalable Branch-and-Bound Method for Optimal Decision Trees with Continuous Features Rahul Mazumder, Xiang Meng, Haoyue Wang

JMLR 2022 Solving L1-Regularized SVMs and Related Linear Programs: Revisiting the Effectiveness of Column and Constraint Generation Antoine Dedieu, Rahul Mazumder, Haoyue Wang

COLT 2019 An Optimal High-Order Tensor Method for Convex Optimization Bo Jiang, Haoyue Wang, Shuzhong Zhang

NeurIPS 2019 Interior-Point Methods Strike Back: Solving the Wasserstein Barycenter Problem DongDong Ge, Haoyue Wang, Zikai Xiong, Yinyu Ye

COLT 2019 Near Optimal Methods for Minimizing Convex Functions with Lipschitz $p$-Th Derivatives Alexander Gasnikov, Pavel Dvurechensky, Eduard Gorbunov, Evgeniya Vorontsova, Daniil Selikhanovych, César A. Uribe, Bo Jiang, Haoyue Wang, Shuzhong Zhang, Sébastien Bubeck, Qijia Jiang, Yin Tat Lee, Yuanzhi Li, Aaron Sidford