Snake: a stochastic proximal gradient algorithm for regularized problems over large graphs
Adil Salim
,
Pascal Bianchi
,
Walid Hachem
IEEE Transactions on Automatic Control , 2018
Article dans une revue
hal-02287871v1
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Analyse et prédiction de séries temporelles multivariées pour la surveillance de la santé d'ouvrages d'art
Fatiha Chabi
,
Franziska Schmidt
,
Jean-François Bercher
GRETSI 2023, XXIXème Colloque Francophone de Traitement du Signal et des Images , Aug 2023, Grenoble, France
Communication dans un congrès
hal-04174436v1
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Minimizing acceleration on the group of diffeomorphisms and its relaxation
Rabah Tahraoui
,
François-Xavier Vialard
Article dans une revue
hal-04497577v1
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A Multicore Convex Optimization Algorithm with Applications to Video Restoration
Feriel Abboud
,
Emilie Chouzenoux
,
Jean-Christophe Pesquet
,
Hugues Talbot
IEEE International Conference on Image Processing , Oct 2018, Athens, Greece
Communication dans un congrès
hal-01862210v1
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BRANE Clust: Cluster-Assisted Gene Regulatory Network Inference Refinement
Aurélie Pirayre
,
Camille Couprie
,
Laurent Duval
,
Jean-Christophe Pesquet
IEEE/ACM Transactions on Computational Biology and Bioinformatics , 2018, 15 (3), pp.850-860.
⟨10.1101/114769⟩
Article dans une revue
hal-01330638v1
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Inverse Consistency by Construction for Multistep Deep Registration
Hastings Greer
,
Lin Tian
,
François-Xavier Vialard
,
Roland Kwitt
,
Sylvain Bouix
,
et al.
Communication dans un congrès
hal-04435861v1
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The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation
Thibault Séjourné
,
François-Xavier Vialard
,
Gabriel Peyré
Communication dans un congrès
hal-04435914v1
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Constant step stochastic approximations involving differential inclusions: stability, long-run convergence and applications
Pascal Bianchi
,
Walid Hachem
,
Adil Salim
Article dans une revue
hal-02369439v1
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Parameter tuning and model selection in optimal transport with semi-dual Brenier formulation
Adrien Vacher
,
François-Xavier Vialard
NeurIPS , 2022, New Orleans, France
Communication dans un congrès
hal-03475455v2
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Approximate Message Passing for sparse matrices with application to the equilibria of large ecological Lotka-Volterra systems
Walid Hachem
Article dans une revue
hal-04000125v2
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A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data Analysis
Jacob Leygonie
,
Mathieu Carrière
,
Théo Lacombe
,
Steve Oudot
Article dans une revue
hal-03330940v2
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Interpolating between Optimal Transport and MMD using Sinkhorn Divergences
Jean Feydy
,
Thibault Séjourné
,
François-Xavier Vialard
,
Shun-Ichi Amari
,
Alain Trouvé
,
et al.
Communication dans un congrès
hal-04435902v1
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On global convergence of ResNets: From finite to infinite width using linear parameterization
Raphaël Barboni
,
Gabriel Peyré
,
François-Xavier Vialard
NeurIPS 2022 , Nov 2022, New Orleans (online), United States. pp.16385-16397
Communication dans un congrès
hal-03473699v2
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On the Limit Distribution of the Canonical Correlation Coefficients Between the Past and the Future of a High-Dimensional White Noise
Daria Tieplova
,
Philippe Loubaton
,
Leonid Pastur
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , May 2020, Barcelona, Spain. pp.8772-8776,
⟨10.1109/ICASSP40776.2020.9053626⟩
Communication dans un congrès
hal-04328050v1
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« Approximate Message Passing » et solutions de grands systèmes dynamiques écologiques de Lotka-Volterra
Walid Hachem
,
Jamal Najim
GRETSI , Sep 2022, Nancy, France
Communication dans un congrès
hal-03817834v1
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Minimum Description Length and Generalization Guarantees for Representation Learning
Milad Sefidgaran
,
Abdellatif Zaidi
,
Piotr Krasnowski
The Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS) , 2023, New Orleans, United States
Communication dans un congrès
hal-04456954v1
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Variational Second-Order Interpolation on the Group of Diffeomorphisms with a Right-Invariant Metric
François-Xavier Vialard
Chapitre d'ouvrage
hal-01682108v1
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Emptiness problems for distributed automata
Antti Kuusisto
,
Fabian Reiter
Article dans une revue
hal-03678048v1
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A Shooting Formulation of Deep Learning
François-Xavier Vialard
,
Roland Kwitt
,
Susan Wei
,
Marc Niethammer
2020
Pré-publication, Document de travail
hal-02871236v2
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A constant step Forward-Backward algorithm involving random maximal monotone operators
Pascal Bianchi
,
Walid Hachem
,
Adil Salim
Article dans une revue
hal-01725134v1
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SHM analysis for damage detection using time series analysis methods
Franziska Schmidt
,
Fatiha Chabi
,
J.F. Bercher
IALCCE 2023, Eighth International Symposium on Life-Cycle Civil Engineering , Fabio Biondini, Dan M. Frangopol, Jul 2023, Milan, Italy. pp.2227-2234,
⟨10.1201/9781003323020-272⟩
Communication dans un congrès
hal-04174433v1
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Unbalanced Optimal Transport, from Theory to Numerics
Thibault Séjourné
,
Gabriel Peyré
,
François-Xavier Vialard
Article dans une revue
hal-04435863v1
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Toric Geometry of Entropic Regularization
Bernd Sturmfels
,
Simon Telen
,
François-Xavier Vialard
,
Max von Renesse
Article dans une revue
hal-04435868v1
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Unbalanced L1 optimal transport for vector valued measures and application to Full Waveform Inversion
Gabriele Todeschi
,
Ludovic Métivier
,
Jean-Marie Mirebeau
2024
Pré-publication, Document de travail
hal-04486680v2
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Unsupervised deep learning to solve power allocation problems in cognitive relay networks
Yacine Benatia
,
Anne Savard
,
Romain Negrel
,
Elena Veronica Belmega
Communication dans un congrès
hal-03534545v4
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A Nonconvex Variational Approach for Robust Graphical Lasso
Alessandro Benfenati
,
Emilie Chouzenoux
,
Jean-Christophe Pesquet
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018) , Apr 2018, Calgary, Canada
Communication dans un congrès
hal-01803424v1
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Replication dynamics of individual loci in single living cells reveal changes in the degree of replication stochasticity through S phase
Bénédicte Duriez
,
Sabarinadh Chilaka
,
Jean-François Bercher
,
Eslande Hercul
,
Marie-Noëlle Prioleau
Article dans une revue
hal-02150067v1
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Distributed Hypothesis Testing: Cooperation and Concurrent Detection
Pierre Escamilla
,
Michèle Wigger
,
Abdellatif Zaidi
Article dans une revue
hal-02940419v1
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Positive Solutions for Large Random Linear Systems
Pierre Bizeul
,
Maxime Clenet
,
Jamal Najim
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , May 2020, Barcelona, Spain. pp.8777-8781,
⟨10.1109/ICASSP40776.2020.9053593⟩
Communication dans un congrès
hal-03093082v1
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Achievable rate regions for cooperative cognitive radio networks with complex channels and circular normal additive noises
Anne Savard
,
E. Veronica Belmega
XXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI 2022 , Sep 2022, Nancy, France
Communication dans un congrès
hal-03814060v1
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