Program


08:45 - 09:00    Opening

09.00 - 09.45    
Invited talk: Steve Marron
                         "Object-oriented data analysis"

09.45 - 10.30   
Invited talk: Frédéric Ferraty
                         "Nonlinear relationship and prediction in high dimensional regression setting"

10:30 - 11.00    Coffee break

11:00 - 11:45  
Invited talk: Luca Baldassare
                        "Spectral filtering for multi-output learning"

11:45 - 12:30    Spotlight session* (see accepted contributions)

12:30 - 14:00   
Lunch

14:00 - 14:45  
Invited talk: Neil Lawrence
                        "Kernels for vector-valued functions"

14:45 - 15:30   Poster session


15:30 - 16:00   
Coffee break

16:00 - 16:45    Invited talk: Arthur Gretton
                         "RKHS embeddings of distributions: theory and applications"

16:45 - 17:15    Panel and Open discussion



*List of accepted contributions


- Random Graph Ensembles in Multilabel Classification
  Hongyu Su and Juho Rousu (Aalto University)

- Histogram Matching for Kernel based Feature Combination
  Hao Fu and Guoping Qiu (University of Nottingham)

- Model-based classification with parsimonious Gaussian process models
  C. Bouveyron (Université de Paris 1), M. Fauvel (Université de Toulouse) and S. Girard (INRIA Rhône-Alpes)

- Multi-task Coordinate Gradient Learning
  Yiming Ying (University of Exeter)

- Link prediction as a structured output prediction problem using operator-valued kernels
Céline Brouard, Florence d’Alché-Buc, Marie Szafranski (Université d’Evry, IBISC)

- Structured Output Prediction using Covariance-based Operator-valued Kernels
  Hachem Kadri, Mohammad Ghavamzadeh and Philippe Preux (INRIA Lille - Nord Europe)

- A Multiple Operator-valued Kernel Learning Approach to Functional Regression with Functional Responses
  Hachem Kadri (INRIA Lille - Nord Europe), Alain Rakotomamonjy (Université de Rouen), Francis Bach (INRIA) and Philippe Preux  (INRIA Lille - Nord Europe)

- Networkdiscovery using nonlinear nonparametric modelling with operator-valued kernels
Néhémy Lim (Université d’Evry, IBISC), Yasin Senbabaoglu (University of Michigan), George Michailidis (University of Michigan), Florence d’Alché-Buc (Université d’Evry, IBISC & INRIA-Saclay)