Schedule
Location : IRIT, Auditorium Herbrand, Ground floor
Wednesday 27 May 2015 :
- 09:00 Introduction (Inés Couso)
- 09:30 Matthias Troffaes (University of Durham, UK)
Solving practical decision problems under severe uncertainty : some applications of imprecise probability in the environmental and engineering sciences. - 10:30 Break
- 11:00 Jean-Michel Loubes (IMT-UPS Toulouse)
Comparing probabilities with Wasserstein distance : deformations and Barycenters. - 14:00 Thomas Augustin (University of Munich, Germany)
Imprecise Probability in Statistical Modelling : A Critical Review - 15:00 M. Serrurier (IRIT Toulouse)
Imprecise probabilities and machine learning : a tradeoff between accuracy and epistemic uncertainty - 15:45 Break
- 16:15 Gilles Mauris (Université de Savoie)
Revisiting some conventional statistical notions in the framework of possibility theory
Thursday 28 May 2015 :
- 09:00 Serafin Moral (University of Granada, Spain)
Likelihood Based Methods and the Learning of Credal Networks. - 10:00 Break
- 10:30 Aurelien Garivier (IMT-UPS Toulouse)
Optimism in Reinforcement Learning and Kullback-Leibler Divergence - 11:15 Sébastien Destercke (UTC Compiègne)
Cost-sensitive classification: recent advances - 14:00 Alessandro Antonucci (IDSIA, Lugano, Switzerland)
Bayesian networks with imprecise probabilities: theory and applications to knowledge-based systems and classification - 15:00 Thierry Denoeux (UTC Compiègne)
Statistical estimation and prediction using belief functions - 15:45 Break
- 16:15 R. Guillaume, D. Dubois (IRIT Toulouse)
Robust parameter estimation of density functions under interval observations
Friday 29 May 2015 :
- 09:00 Gert De Cooman (Ghent University, Belgium)
A martingale-theoretic approach to discrete-time stochastic processes with imprecise probabilities - 10:00 Break
- 10:30 Hélène Fargier (IRIT-UPS Toulouse) & Olivier Spanjaard (LIP6 Université P. M Curie, Paris)
Resolute Choice in Sequential Decision Problems with Multiple Priors - 11:15 D. Dubois , H. Fargier R. Guillaume (IRIT-UPS Toulouse)
Deciding under ignorance: for or against resolute choice ? - 14:00 Eric Chojnacki (IRNS, Cadarache)
Why bother with non-probabilistic models in risk analysis ? - 14:45 Olivier Strauss (LiRMM,Montpellier)
Possibilistic signal processing: how to handle scant sensor knowledge - 15:30 Round table Do we need imprecise probabilities?