引用次数
引用: 118
H-指数: 7
I10-指数 : 4
出版物: 17
Distributionally Robust Optimization for Nonconvex QCQPs with Stochastic Constraints
Eli Brock* , Haixiang Zhang* , Julie Mulvaney Kemp , Javad Lavaei
2023 62nd IEEE Conference on Decision and Control (CDC) 4320 -4326
1
2023
A Dynamical System Perspective for Escaping Sharp Local Minima in Equality Constrained Optimization Problems
Javad Lavaei , Han Feng , Haixiang Zhang
conference on decision and control 4255 -4261
2020
General Low-rank Matrix Optimization: Geometric Analysis and Sharper Bounds.
Javad Lavaei , Yingjie Bi , Haixiang Zhang
arXiv: Optimization and Control
12
2021
Local and Global Linear Convergence of General Low-rank Matrix Recovery Problems.
Javad Lavaei , Yingjie Bi , Haixiang Zhang
arXiv: Optimization and Control
9
2021
On the geometric analysis of a quartic-quadratic optimization problem under a spherical constraint
Haixiang Zhang , Andre Milzarek , Zaiwen Wen , Wotao Yin
arXiv preprint arXiv:1908.00745
8
2019
Exact Recovery for System Identification with More Corrupt Data than Clean Data
Baturalp Yalcin , Haixiang Zhang , Javad Lavaei , Murat Arcak
arXiv preprint arXiv:2305.10506
1
2023
Factorization approach for low-complexity matrix completion problems: Exponential number of spurious solutions and failure of gradient methods
Baturalp Yalçın , Haixiang Zhang , Javad Lavaei , Somayeh Sojoudi
International Conference on Artificial Intelligence and Statistics 319 -341
9
2022
Gradient-based algorithms for convex discrete optimization via simulation
Haixiang Zhang , Zeyu Zheng , Javad Lavaei
Operations research 71 ( 5) 1815 -1834
5
2023
Stochastic $ L^\natural $-convex Function Minimization
Haixiang Zhang , Zeyu Zheng , Javad Lavaei
Advances in Neural Information Processing Systems 34 13004 -13018
5
2021
Stochastic Localization Methods for Discrete Convex Simulation Optimization
Haixiang Zhang , Zeyu Zheng , Javad Lavaei
Available at SSRN 3742569
4
2022
A new complexity metric for nonconvex rank-one generalized matrix completion
Haixiang Zhang , Baturalp Yalcin , Javad Lavaei , Somayeh Sojoudi
Mathematical Programming 1 -42
2
2023
Selection of the best under convexity
Haixiang Zhang , Zeyu Zheng , Javad Lavaei
Available at SSRN 3848865
1
2021
Geometric Analysis of Matrix Sensing over Graphs
Haixiang Zhang , Ying Chen , Javad Lavaei
2023
Exact Recovery Guarantees for Parameterized Non-linear System Identification Problem under Adversarial Attacks
Haixiang Zhang , Baturalp Yalcin , Javad Lavaei , Eduardo Sontag
Uniqueness of Power Flow Solutions Using Graph-theoretic Notions
Haixiang Zhang , SangWoo Park , Javad Lavaei , Ross Baldick
IEEE Transactions on Control of Network Systems 9 ( 1) 100 -112
1
2022
Provably Efficient Algorithms for Non-convex Optimization with Benign Structures
Haixiang Zhang
University of California, Berkeley
2024
Distributionally Robust Joint Chance-Constrained Optimal Power Flow using Relative Entropy
Eli Brock , Haixiang Zhang , Javad Lavaei , Somayeh Sojoudi
University of California, Berkeley
2024