Workshop on Bayesian non parametrics for signal and image processing

›9:00 (1h)

Bayesian inference and convex geometry: theory, methods, and algorithms
Marcelo Peyrera (Heriot Watt university)

› IMS Amphitheater

›10:00 (1h)

Non parametric Bayesian priors for hidden Markov random fields: application to image segmentation
Florence Forbes (INRIA Grenoble)

› IMS Amphitheater

›11:00 (30min)

Coffee break

›11:30 (1h)

New insights on Bayesian graphs and neural networks from distributional properties
Julyan Arbel (INRIA Grenoble)

› IMS Amphitheater

›12:30 (30min)

Bayesian non parametric approaches
Posters spotlight

› IMS Amphitheater

›13:00 (2h)

Posters buffet / Lunch

›15:00 (1h)

Variational Bayesian methods that go beyond continuous parametric variational distributions
Mingyuan Zhou

› IMS Amphitheater

›16:00 (1h)

Multi-armed bandits
Marco Battiston (Oxford university)

› IMS Amphitheater

›20:00 (2h30)

Banquet