BNPSI 2018 : Workshop on Bayesian non parametrics for signal and image processing
2-4 Jul 2018 Bordeaux (France)
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Mon. 02
Tue. 03
Wed. 04
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Mon. 02
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Wed. 04
09:00
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18:00
19:00
20:00
21:00
22:00
23:00
Welcome
13:45 - 14:00 (15min)
Welcome
IMS Amphitheater
P. Chainais & F. Caron
Randomized Design of Bayesian Conditional
14:00 - 15:00 (1h)
Randomized Design of Bayesian Conditional
IMS Amphitheater
Anthony Quinn (University of Dublin)
TBC
15:00 - 16:00 (1h)
TBC
IMS Amphitheater
Tamara Broderick (MIT)
Coffee break
16:00 - 16:30 (30min)
Coffee break
TBC
16:30 - 17:30 (1h)
TBC
IMS Amphitheater
Rémi Bardenet (CRIStAL - CNRS - Lille)
Cocktail
17:30 - 18:30 (1h)
Cocktail
Free evening
18:30 - 23:00 (4h30)
Free evening
(to check in, visit Bordeaux, walk around...)
Bayesian inference and convex geometry: theory, methods, and algorithms
9:00 - 10:00 (1h)
Bayesian inference and convex geometry: theory, methods, and algorithms
IMS Amphitheater
Marcelo Peyrera (Heriot Watt university)
Non parametric Bayesian priors for hidden Markov random fields: application to image segmentation
10:00 - 11:00 (1h)
Non parametric Bayesian priors for hidden Markov random fields: application to image segmentation
IMS Amphitheater
Florence Forbes (INRIA Grenoble)
Coffee break
11:00 - 11:30 (30min)
Coffee break
New insights on Bayesian graphs and neural networks from distributional properties
11:30 - 12:30 (1h)
New insights on Bayesian graphs and neural networks from distributional properties
IMS Amphitheater
Julyan Arbel (INRIA Grenoble)
Bayesian non parametric approaches
12:30 - 13:00 (30min)
Bayesian non parametric approaches
IMS Amphitheater
Posters spotlight
Posters buffet / Lunch
13:00 - 15:00 (2h)
Posters buffet / Lunch
Variational Bayesian methods that go beyond continuous parametric variational distributions
15:00 - 16:00 (1h)
Variational Bayesian methods that go beyond continuous parametric variational distributions
IMS Amphitheater
Mingyuan Zhou
Multi-armed bandits
16:00 - 17:00 (1h)
Multi-armed bandits
IMS Amphitheater
Marco Battiston (Oxford university)
Banquet
20:00 - 22:30 (2h30)
Banquet
Bayesian Nonparametric Modelling with Neural Networks
9:00 - 10:00 (1h)
Bayesian Nonparametric Modelling with Neural Networks
IMS Amphitheater
Yee Whye Teh (Oxford university)
Bayesian nonparametric models derived from completely random measures
10:00 - 11:00 (1h)
Bayesian nonparametric models derived from completely random measures
IMS Amphitheater
Igor Pruenster (Bocconi University)
Coffee break
11:00 - 11:30 (30min)
Coffee break
Nonparametric Bayesian extraction of object configurations in massive data: application to galaxy detection on MUSE hyperspectral datacubes
11:30 - 12:30 (1h)
Nonparametric Bayesian extraction of object configurations in massive data: application to galaxy detection on MUSE hyperspectral datacubes
IMS Amphitheater
Florent Chatelain (GIPSALab, Grenoble)
Words of conclusion
Lunch
12:30 - 13:00 (30min)
Words of conclusion
IMS Amphitheater
Organizers
12:45 - 14:00 (1h15)
Lunch
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