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Bridging the gap between optimal transport and MMD Sinkhorn divergences
Multi angle
Authors : Genevay, Aude (Author of the conference)
CIRM (Publisher )
65C20 - Models (numerical methods)
65C60 - Computational problems in statistics
68T01 - General
Additional resources :
https://www.cirm-math.fr/RepOrga/2133/Slides/cirm-genevay.pdf
CIRM (Publisher )
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Abstract :
Keywords : optimal transport; machine learning
MSC Codes : 65C20 - Models (numerical methods)
65C60 - Computational problems in statistics
68T01 - General
Additional resources :
https://www.cirm-math.fr/RepOrga/2133/Slides/cirm-genevay.pdf
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Information on the Video
Film maker : Hennenfent, GuillaumeLanguage : English Available date : 06/04/2020 Conference Date : 12/03/2020 Subseries : Research talks arXiv category : Machine Learning Mathematical Area(s) : Mathematics in Science & Technology Format : MP4 (.mp4) - HD Video Time : 00:35:40 Targeted Audience : Researchers Download : https://videos.cirm-math.fr/2020-03-12_Bach.mp4 
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Information on the Event
Event Title : Optimization for Machine Learning / Optimisation pour l'apprentissage automatiqueEvent Organizers : Boyer, Claire ; d'Aspremont, Alexandre ; Gramfort, Alexandre ; Salmon, Joseph ; Villar, Soledad Dates : 09/03/2020 - 13/03/2020 Event Year : 2020 Event URL : https://conferences.cirm-math.fr/2133.html
Citation Data
DOI : 10.24350/CIRM.V.19623103Cite this video as: Genevay, Aude (2020). Bridging the gap between optimal transport and MMD Sinkhorn divergences. CIRM. Audiovisual resource. doi:10.24350/CIRM.V.19623103 URI : http://dx.doi.org/10.24350/CIRM.V.19623103 |
See Also
- [Multi angle] Rank optimality for the Burer-Monteiro factorization / Author of the conference Waldspurger, Irène.
- [Multi angle] What does back propagation compute? / Author of the conference Pauwels, Edouard.
- [Post-edited] Learning with differentiable perturbed optimizers / Author of the conference Berthet, Quentin.
- [Multi angle] Gradient descent for wide two-layer neural networks / Author of the conference Bach, Francis.
Bibliography
Imagette Video
