Recherche - INSA Toulouse - Institut National des Sciences Appliquées de Toulouse

Filtrer vos résultats

5 résultats
Image document

Gradient correlation is needed to accelerate SGD with momentum

Julien Hermant , Marien Renaud , Jean-François Aujol , Charles Dossal , Aude Rondepierre
2024
Pré-publication, Document de travail hal-04728121v1
Image document

What is the long-run distribution of stochastic gradient descent? A large deviations analysis

Waïss Azizian , Franck Iutzeler , Jérôme Malick , Panayotis Mertikopoulos
ICML 2024 - 41st International Conference on Machine Learning, Jul 2024, Vienna, Austria. pp.1-70
Communication dans un congrès hal-04629305v1
Image document

Heavy Ball Momentum for Non-Strongly Convex Optimization

Jean-François Aujol , Charles Dossal , Hippolyte Labarrière , Aude Rondepierre
2024
Pré-publication, Document de travail hal-04500652v1
Image document

Study of the behaviour of Nesterov Accelerated Gradient in a non convex setting: the strongly quasar convex case

Julien Hermant , Jean-François Aujol , Charles Dossal , Aude Rondepierre
2024
Pré-publication, Document de travail hal-04589853v1
Image document

Optimization with First Order Algorithms

Charles Dossal , Samuel Hurault , Nicolas Papadakis
2024
Pré-publication, Document de travail hal-04755998v1