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hal-03196916v1  Conference papers
Yohann de CastroVincent DuvalRomain Petit. Towards off-the-grid algorithms for total variation regularized inverse problems
SSVM 2021 - Eighth International Conference on Scale Space and Variational Methods in Computer Vision, May 2021, Cabourg / Virtual, France
hal-03196390v1  Journal articles
Jean-Charles LamirelMarie CottrellMadalina OlteanuBruno Lévy. Editorial of Special Issue on WSOM+ 2017
Neural Computing and Applications, Springer Verlag, 2020, 32, pp.17973-17975. ⟨10.1007/s00521-020-05481-7⟩
hal-03196372v1  Directions of work or proceedings
Jean-Charles LamirelMarie CottrellMadalina OlteanuBruno Lévy. Special Issue on WSOM+ 2017
Neural Computing and Applications, 32, 2020, Neural Computing and Applications
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hal-03012568v1  Conference papers
Quentin DenoyelleVincent DuvalGabriel PeyréEmmanuel Soubies. The Sliding Frank-Wolfe Algorithm for the BLASSO
Workshop on Signal Processing with Adaptative Sparse Structured Representations - SPARS 2019, Sep 2019, Toulouse, France
hal-02411822v1  Conference papers
Aude GenevayLenaic ChizatFrancis BachMarco CuturiGabriel Peyré. Sample Complexity of Sinkhorn divergences
AISTATS'19 - 22nd International Conference on Artificial Intelligence and Statistics, Apr 2019, Okinawa, Japan
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tel-02319318v1  Theses
Aude Genevay. Entropy-Regularized Optimal Transport for Machine Learning
Artificial Intelligence [cs.AI]. PSL University, 2019. English
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hal-01988309v1  Conference papers
Jalal M. FadiliGuillaume GarrigosJérôme MalickGabriel Peyré. Model Consistency for Learning with Mirror-Stratifiable Regularizers
International Conference on Artificial Intelligence and Statistics (AISTATS), Apr 2019, Naha, Japan. pp.1236-1244
hal-01337189v2  Journal articles
Louis RaynalJean-Michel MarinPierre PudloMathieu RibatetChristian Robert et al.  ABC random forests for Bayesian parameter inference
Bioinformatics, Oxford University Press (OUP), 2019, 35 (10), pp.1720-1728. ⟨10.1093/bioinformatics/bty867⟩
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hal-01866617v1  Conference papers
Paul CatalaVincent DuvalGabriel Peyré. Déconvolution parcimonieuse sans grille: une méthode de faible rang
ORASIS 2017 - Journées francophones des jeunes chercheurs en vision par ordinateur, GREYC, Jun 2017, Colleville-sur-Mer, France
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hal-01686434v1  Journal articles
Jean-Marc AzaïsYohann de CastroStéphane Mourareau. Testing Gaussian Process with Applications to Super-Resolution
Applied and Computational Harmonic Analysis, Elsevier, 2018
hal-01686437v1  Conference papers
Yohann de CastroYannig GoudeGeorges HébrailJiali Mei. Recovering Multiple Nonnegative Time Series From a Few Temporal Aggregates
ICML 2017 - 34th International Conference on Machine Learning, Aug 2017, Sydney, Australia. pp.1-9
hal-01686429v1  Journal articles
Jean-Marc AzaïsYohann de CastroYannig GoudeGeorges HébrailJiali Mei. Nonnegative matrix factorization with side information for time series recovery and prediction
IEEE Transactions on Knowledge and Data Engineering, Institute of Electrical and Electronics Engineers, 2018
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hal-01658855v1  Conference papers
Kévin DegrauxGabriel PeyréJalal M. FadiliLaurent Jacques. Sparse Support Recovery with Non-smooth Loss Functions
Advances in Neural Information Processing Systems (NIPS), Nov 2015, Barcelone, Spain
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hal-01152168v2  Journal articles
Quentin MerigotJean-Marie Mirebeau. Minimal geodesics along volume preserving maps, through semi-discrete optimal transport
SIAM Journal on Numerical Analysis, Society for Industrial and Applied Mathematics, 2016, 54 (6), pp.3465-3492. ⟨10.1137/15M1017235⟩
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hal-01313404v2  Preprints, Working Papers, ...
Roman Andreev. Learning stochastic eigenvalues
2016
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hal-01321664v2  Conference papers
Aude GenevayMarco CuturiGabriel PeyréFrancis Bach. Stochastic Optimization for Large-scale Optimal Transport
NIPS 2016 - Thirtieth Annual Conference on Neural Information Processing System, Dec 2016, Barcelona, Spain
hal-01385274v1  Journal articles
Bernhard Schmitzer. A Sparse Multiscale Algorithm for Dense Optimal Transport
Journal of Mathematical Imaging and Vision, Springer Verlag, 2016, ⟨10.1007/s10851-016-0653-9⟩
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hal-01305808v1  Journal articles
Justin SolomonGabriel PeyréVladimir KimSuvrit Sra. Entropic Metric Alignment for Correspondence Problems
ACM Transactions on Graphics, Association for Computing Machinery, 2016, Proc. SIGGRAPH 2016, 35 (4), pp.72:1-72:13. ⟨10.1145/2897824.2925903⟩
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inria-00532690v1  Conference papers
Bertrand LeroyIsabelle HerlinLaurent D. Cohen. Face Identification by Deformation Measure
Proceedings of the International Conference on Pattern Recognition, Aug 1996, Vienne, Austria. pp.633-637, ⟨10.1109/ICPR.1996.547023⟩
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hal-01303148v1  Journal articles
Nicolas BonneelGabriel PeyréMarco Cuturi. Wasserstein Barycentric Coordinates: Histogram Regression Using Optimal Transport
ACM Transactions on Graphics, Association for Computing Machinery, 2016, 35 (4), pp.71:1--71:10. ⟨10.1145/2897824.2925918⟩
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hal-01292843v1  Journal articles
Guillaume TartavelGabriel PeyréYann Gousseau. Wasserstein Loss for Image Synthesis and Restoration
SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2016, 9 (4), pp.1726-1755
hal-01253230v1  Journal articles
Nikhil SinghFrançois-Xavier VialardMarc Niethammer. Splines for diffeomorphisms
Medical Image Analysis, Elsevier, 2015, 25 (1), pp.56 - 71. ⟨10.1016/j.media.2015.04.012⟩