Somayeh Sojoudi

5 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-7177-7712

Publications

• Towards Optimal Branching of Linear and Semidefinite Relaxations for Neural Network Robustness Certification — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Exact Guarantees on the Absence of Spurious Local Minima for Non-negative Rank-1 Robust Principal Component Analysis — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
• Graphical Lasso and Thresholding: Equivalence and Closed-form Solutions — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)
• Sharp Restricted Isometry Bounds for the Inexistence of Spurious Local Minima in Nonconvex Matrix Recovery — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)
• Equivalence of Graphical Lasso and Thresholding for Sparse Graphs — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)