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A geometric decomposition of finite games: Convergence vs. recurrence under exponential weights
Davide Legacci
,
Panayotis Mertikopoulos
,
Bary Pradelski
ICML 2024 - 41st International Conference on Machine Learning, Jul 2024, Vienna, Austria
Communication dans un congrès
hal-04629310v1
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The computational complexity of finding second-order stationary points
Andreas Kontogiannis
,
Vasilis Pollatos
,
Sotiris Kanellopoulos
,
Panayotis Mertikopoulos
,
Aris Pagourtzis
,
et al.
ICML 2024 - 41st International Conference on Machine Learning, Jul 2024, Vienna, Austria
Communication dans un congrès
hal-04629307v1
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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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Keep the Momentum: Conservation Laws beyond Euclidean Gradient Flows
Sibylle Marcotte
,
Rémi Gribonval
,
Gabriel Peyré
41st International Conference on Machine Learning, Jul 2024, Vienna, Austria
Communication dans un congrès
hal-04590932v1
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Fast inference with Kronecker-sparse matrices
Antoine Gonon
,
Léon Zheng
,
Pascal Carrivain
,
Quoc-Tung Le
2024
Pré-publication, Document de travail
hal-04584450v4
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Tamed Langevin sampling under weaker conditions
Iosif Lytras
,
Panayotis Mertikopoulos
2024
Pré-publication, Document de travail
hal-04629313v1
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Butterfly factorization with error guarantees
Quoc-Tung Le
,
Rémi Gribonval
,
Elisa Riccietti
,
Léon Zheng
2024
Pré-publication, Document de travail
hal-04763712v1
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The rate of convergence of Bregman proximal methods: Local geometry vs. regularity vs. sharpness
Waïss Azizian
,
Franck Iutzeler
,
Jérôme Malick
,
Panayotis Mertikopoulos
Article dans une revue
hal-04307796v1
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On the discrete-time origins of the replicator dynamics: From convergence to instability and chaos
Fryderyk Falniowski
,
Panayotis Mertikopoulos
2024
Pré-publication, Document de travail
hal-04629311v1
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Quick or cheap? Breaking points in dynamic markets
Panayotis Mertikopoulos
,
Heinrich H Nax
,
Bary S R Pradelski
Article dans une revue
hal-04664218v1
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Path-metrics, pruning, and generalization
Antoine Gonon
,
Nicolas Brisebarre
,
Elisa Riccietti
,
Rémi Gribonval
2024
Pré-publication, Document de travail
hal-04584311v2
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Nested replicator dynamics, nested logit choice, and similarity-based learning
Panayotis Mertikopoulos
,
William H Sandholm
Article dans une revue
hal-04733800v1
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