Stöger, Dominik

5 publications

COLT 2025 Non-Convex Matrix Sensing: Breaking the Quadratic Rank Barrier in the Sample Complexity Extended Abstract Dominik Stöger, Yizhe Zhu

COLT 2023 Implicit Balancing and Regularization: Generalization and Convergence Guarantees for Overparameterized Asymmetric Matrix Sensing Mahdi Soltanolkotabi, Dominik Stöger, Changzhi Xie

NeurIPS 2021 Iteratively Reweighted Least Squares for Basis Pursuit with Global Linear Convergence Rate Christian Kümmerle, Claudio Mayrink Verdun, Dominik Stöger

NeurIPS 2021 Small Random Initialization Is Akin to Spectral Learning: Optimization and Generalization Guarantees for Overparameterized Low-Rank Matrix Reconstruction Dominik Stöger, Mahdi Soltanolkotabi

ICLR 2021 Understanding Over-Parameterization in Generative Adversarial Networks Yogesh Balaji, Mohammadmahdi Sajedi, Neha Mukund Kalibhat, Mucong Ding, Dominik Stöger, Mahdi Soltanolkotabi, Soheil Feizi