Technical Program
Main Speakers :
- Tulay Adali, Univ. du Maryland (USA)
- Jean Yves Tourneret, University of Toulouse (France)
- Nicolas Le Bihan, Gipsa-Lab (Univ. Grenoble Alpes, France)
- Esa Ollila, Univ. of Aalto (Finland)
- Michael Muma, TU Darmstadt (Germany)
- Frédéric Pascal, LSS (CentraleSupelec, France)
DAY 1 - Monday, July 15th
DAY 1 - Monday, July 15th
- 09h-9h30: E. Ollila, G. Ginolhac, F. Pascal - Introduction
- 9h30-10h30: Esa Ollila, Univ. of Aalto (Finland) - An overview on the estimation of high-dimensional covariance and precision matrices
- 10h30-11h00: Break
- 11h00-11h30: Florent Chatelain and Raphaël Bacher, Gipsa-Lab (Univ. Grenoble Alpes, France) - Robust error control for large scale inference: detecting extragalactic structures
- 11h30-12h30: Jean Yves Tourneret, University of Toulouse (France) and Marcelo Pereyra, Heriot-Watt University (UK) - Bayesian Methods in Imaging Sciences
- 12h30-14h00: Lunch
- 14h00-15h30: Tulay Adali, Univ. du Maryland (USA) - Data Fusion Through Matrix and Tensor Decompositions: On Current Solutions, Challenges, and Prospects
- 15h30-16h00: Break
- 16h00-16h30 : Nicolas Le Bihan, Gipsa-Lab (Univ. Grenoble Alpes, France) - Asymptotic regime for improperness tests of complex random vectors
- 16h30-17h00 : Filip Elvander, University of Lund (Sweden) - Multi-Marginal Optimal Mass Transport with Partial Information
- From 19h00 to 11h30pm: BBQ Gala
DAY 2 - Tuesday, July 16th
DAY 2 - Tuesday, July 16th
- 09h00-10h00: Nabil El Korso, Université Paris Nanterre (France) - Learning with the Expectation-Maximization Algorithm: Array Processing Applications
- 10h00-10h30: Malik Tiomoko, Gipsa-Lab (Univ. Grenoble Alpes, France) - Random Matrix Improved Estimation of a Large Class of Distances Between Covariance Matrices
- 10h30-11h00: Break
- 11h00-11h30: Frédéric Pascal, LSS (CentraleSupelec, France) - New insights into the statistical properties of M-estimators with application to PolSAR image denoising
- 11h30-12h00: Jialun Zhou, University of Bordeaux (France) - Online estimation of MGGD: the Riemannian Averaged Natural Gradient method
- 12h00-12h30: Nora Ouzir, Univ. of Aalto (Finland) - Robust Similarity Measures for Motion Estimation in Ultrasound Images
- 12h30-14h00: Lunch
- 14h00-15h00: Stefano Fortunati, University of Pisa (Italy) - Robust detection for MIMO radars
- 15h00-15h30: Michael Muma, TU Darmstadt (Germany) - Robust Solution Path (RSP) Estimation for High-Dimensional Regression Problems
- 15h30-16h00: Elias Raninen, Univ. of Aalto (Finland) - Regularized sample covariance matrix estimators for multiple classes
- At 16h00: end of the workshop and free evening