Français
A tutorial on Bayesian machine learning: what, why and how - lecture 1
Multi angle
Authors : Bardenet, Rémi (Author of the conference)
CIRM (Publisher )
62C10 - Bayesian problems; characterization of Bayes procedures
62F15 - Bayesian inference
65C05 - Monte Carlo methods
CIRM (Publisher )
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Abstract :
This is a tutorial on Bayesian statistics and machine learning. We will cover what Bayesian learning is, why different subschools of Bayesians arose, and the major classes of algorithms that implement Bayesian learning.
Keywords : Bayesian statistics; machine learning; tutorial
MSC Codes : Keywords : Bayesian statistics; machine learning; tutorial
62C10 - Bayesian problems; characterization of Bayes procedures
62F15 - Bayesian inference
65C05 - Monte Carlo methods
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Information on the Video
Film maker : Hennenfent, GuillaumeLanguage : English Available date : 15/11/2021 Conference Date : 25/10/2021 Subseries : Research School arXiv category : Machine Learning ; Computational Complexity Mathematical Area(s) : Computer Science Format : MP4 (.mp4) - HD Video Time : 01:35:04 Targeted Audience : Researchers Download : https://videos.cirm-math.fr/2021-10-25_Bardenet_1.mp4 
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Information on the Event
Event Title : End-to-end Bayesian Learning Methods / Solutions de bout-en-bout en apprentissage BayésienEvent Organizers : Cleynen, Alice ; Gloaguen, Pierre ; Le Corff, Sylvain ; Mira, Antonietta ; Stoehr, Julien Dates : 25/10/2021 - 29/10/2021 Event Year : 2021 Event URL : https://conferences.cirm-math.fr/2417.html
Citation Data
DOI : 10.24350/CIRM.V.19824903Cite this video as: Bardenet, Rémi (2021). A tutorial on Bayesian machine learning: what, why and how - lecture 1. CIRM. Audiovisual resource. doi:10.24350/CIRM.V.19824903 URI : http://dx.doi.org/10.24350/CIRM.V.19824903 |
See Also
- [Multi angle] Bayesian multiple testing for dependent data and hidden Markov models - lecture 2 / Author of the conference Gassiat, Elisabeth.
- [Multi angle] A tutorial on Bayesian machine learning: what, why and how - lecture 2 / Author of the conference Bardenet, Rémi.
- [Multi angle] Bayesian multiple testing for dependent data and hidden Markov models - lecture 1 / Author of the conference Gassiat, Elisabeth.
Bibliography
