Français
Some phase transition phenomena in graphical data analysis
Multi angle
Authors : Lerasle, Matthieu (Author of the conference)
CIRM (Publisher )
60G70 - Extreme value theory; extremal processes
60K37 - Processes in random environments
60K40 - Other physical applications of random processes
CIRM (Publisher )
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Abstract :
I'll present two problems where data naturally present a graphical structure: the analysis of champions in a tournament and the problem of matching.
I'll present for each problem intuitive results in toy models and discuss various mathematical tools involved to prove them.
I'll also present many open problems, hopefully convincing people to jump in this growing area.
Keywords : Bradley-Terry model; adaptive link prediction; sequential matching parison
MSC Codes : I'll present for each problem intuitive results in toy models and discuss various mathematical tools involved to prove them.
I'll also present many open problems, hopefully convincing people to jump in this growing area.
Keywords : Bradley-Terry model; adaptive link prediction; sequential matching parison
60G70 - Extreme value theory; extremal processes
60K37 - Processes in random environments
60K40 - Other physical applications of random processes
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Information on the Video
Film maker : Hennenfent, GuillaumeLanguage : French Available date : 11/04/2022 Conference Date : 24/03/2022 Subseries : Research talks arXiv category : Statistics ; Machine Learning Mathematical Area(s) : Probability & Statistics Format : MP4 (.mp4) - HD Video Time : 00:58:34 Targeted Audience : Researchers ; Graduate Students ; Doctoral Students, Post-Doctoral Students Download : https://videos.cirm-math.fr/2022-03-24_Lerasle.mp4 
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Information on the Event
Event Title : ALEA Days / Journées ALEAEvent Organizers : Bouttier, Jérémie ; Miermont, Grégory ; Nadeau, Philippe Dates : 21/03/2022 - 25/03/2022 Event Year : 2022 Event URL : https://conferences.cirm-math.fr/2696.html
Citation Data
DOI : 10.24350/CIRM.V.19897703Cite this video as: Lerasle, Matthieu (2022). Some phase transition phenomena in graphical data analysis. CIRM. Audiovisual resource. doi:10.24350/CIRM.V.19897703 URI : http://dx.doi.org/10.24350/CIRM.V.19897703 |
See Also
- [Multi angle] Scaling limits of random trees and graphs - Lecture 2 / Author of the conference Goldschmidt, Christina.
- [Multi angle] Scaling limits of random trees and graphs - Lecture 1 / Author of the conference Goldschmidt, Christina.
- [Multi angle] Subshifts, the emptiness problem and Lovász local lemma / Author of the conference Aubrun, Nathalie.
- [Multi angle] Aléa, automates et transcendance / Author of the conference Adamczewski, Boris.
Bibliography
