W2963446085

• 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
• Gradient Descent for Deep Matrix Factorization: Dynamics and Implicit Bias Towards Low Rank

  2022 SSRN Electronic Journal preprint Computer Science Stochastic Gradient Optimization Techniques Open access

  5

  citations
• The loss landscape of deep linear neural networks: a second-order analysis

  2021 arXiv (Cornell University) preprint Computer Science Stochastic Gradient Optimization Techniques Open access

  1

  citations
• 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

4 results