Paper-Conference

Proving linear mode connectivity of neural networks via optimal transport
Damien Ferbach, Baptiste Goujaud, Gauthier Gidel, Aymeric Dieuleveut
Gradient descent is optimal under lower restricted secant inequality and upper error bound
Charles Guille-Escuret, Adam Ibrahim, Baptiste Goujaud, Ioannis Mitliagkas
On Fundamental Proof Structures in First-Order Optimization
Baptiste Goujaud, Aymeric Dieuleveut, Adrien Taylor
Super-acceleration with cyclical step-sizes
Baptiste Goujaud, Damien Scieur, Aymeric Dieuleveut, Adrien Taylor, Fabian Pedregosa
A Study of Condition Numbers for First-Order Optimization
Charles Guille-Escuret, Baptiste Goujaud, Manuella Girotti, Ioannis Mitliagkas
Gradient-based sample selection for online continual learning
Rahaf Aljundi, Min Lin, Baptiste Goujaud, Yoshua Bengio
Robust Detection of Covariate-Treatment Interactions in Clinical Trials
Baptiste Goujaud, Eric Tramel, Pierre Courtiol, Mikhail Zaslavskiy, Gilles Wainrib