Manuela Girotti

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Condition Numbers

Top Venues

Publications

Alireza Mousavi Hosseini, Sejun Park, Manuela Girotti, Ioannis Mitliagkas, Murat A. Erdogdu
Neural Networks Efficiently Learn Low-Dimensional Representations with SGD. ICLR (2023)
Alireza Mousavi Hosseini, Sejun Park, Manuela Girotti, Ioannis Mitliagkas, Murat A. Erdogdu
Neural Networks Efficiently Learn Low-Dimensional Representations with SGD. CoRR (2022)
Charles Guille-Escuret, Manuela Girotti, Baptiste Goujaud, Ioannis Mitliagkas
A Study of Condition Numbers for First-Order Optimization. AISTATS (2021)
Manuela Girotti, Ioannis Mitliagkas, Gauthier Gidel
Convergence Analysis and Implicit Regularization of Feedback Alignment for Deep Linear Networks. CoRR (2021)
Charles Guille-Escuret, Baptiste Goujaud, Manuela Girotti, Ioannis Mitliagkas
A Study of Condition Numbers for First-Order Optimization. CoRR (2020)