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

J Hermant , J.-F Aujol , C Dossal , A Rondepierre
2024
Pré-publication, Document de travail hal-04589853v1
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On the sequential convergence of Lloyd's algorithms

Léo Portales , Elsa Cazelles , Edouard Pauwels
2024
Pré-publication, Document de travail hal-04593982v2