Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods. - Baturalp Yalcin; Haixiang Zhang; Javad Lavaei; Somayeh Sojoudi (AISTATS, 2022)

Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing. - Baturalp Yalçin; Ziye Ma; Javad Lavaei; Somayeh Sojoudi (AAAI, 2023)

Learning of Dynamical Systems under Adversarial Attacks - Null Space Property Perspective. - Han Feng; Baturalp Yalcin; Javad Lavaei (ACC, 2023)

Exact Recovery Guarantees for Parameterized Non-linear System Identification Problem under Adversarial Attacks. - Haixiang Zhang; Baturalp Yalcin; Javad Lavaei; Eduardo D. Sontag (CoRR, 2024)

A new complexity metric for nonconvex rank-one generalized matrix completion. - Haixiang Zhang; Baturalp Yalcin; Javad Lavaei; Somayeh Sojoudi (Math. Program., 2024)

Exact Recovery Guarantees for Parameterized Nonlinear System Identification Problem under Sparse Disturbances or Semi-Oblivious Attacks. - Haixiang Zhang; Baturalp Yalcin; Javad Lavaei; Eduardo D. Sontag (Trans. Mach. Learn. Res., 2025)

Subgradient Method for System Identification with Non-Smooth Objectives. - Baturalp Yalcin; Javad Lavaei (CoRR, 2025)