January 15, 2025 article Implicit Balancing and Regularization: Generalization and Convergence Guarantees for Overparameterized Asymmetric Matrix Sensing IEEE Transactions on Information Theory DOI: 10.1109/tit.2025.3530335 OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 6 References 4 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Learning deep linear neural networks: Riemannian gradient flows and convergence to global minimizers 2021 Information and Inference A Journal of the IMA article Computer Science Stochastic Gradient Optimization Techniques Open access 29 citations Gradient descent for deep matrix factorization: Dynamics and implicit bias towards low rank 2023 Applied and Computational Harmonic Analysis article Engineering Sparse and Compressive Sensing Techniques 14 citations Convergence of gradient descent for learning linear neural networks 2024 Advances in Continuous and Discrete Models article Computer Science Stochastic Gradient Optimization Techniques Open access 10 citations More is less: inducing sparsity via overparameterization 2023 Information and Inference A Journal of the IMA article Engineering Sparse and Compressive Sensing Techniques 9 citations 4 results