Zhang, Haixiang

6 publications

TMLR 2025 Exact Recovery Guarantees for Parameterized Nonlinear System Identification Problem Under Sparse Disturbances or Semi-Oblivious Attacks Haixiang Zhang, Baturalp Yalcin, Javad Lavaei, Eduardo Sontag

NeurIPS 2023 Geometric Analysis of Matrix Sensing over Graphs Haixiang Zhang, Ying Chen, Javad Lavaei

AISTATS 2022 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

AAAI 2022 Local and Global Linear Convergence of General Low-Rank Matrix Recovery Problems Yingjie Bi, Haixiang Zhang, Javad Lavaei

NeurIPS 2021 General Low-Rank Matrix Optimization: Geometric Analysis and Sharper Bounds Haixiang Zhang, Yingjie Bi, Javad Lavaei

NeurIPS 2021 Stochastic $L^\natural$-Convex Function Minimization Haixiang Zhang, Zeyu Zheng, Javad Lavaei