Thu AM1.L2: Bayesian Methods
Thu, 7 Sep, 10:30 - 12:30 Finland Time (UTC +3)
Location: Fennia 1
Session Type: Lecture
Session Chair: Yoann ALTMANN, Heriot-Watt University
Track: TMTSP - Theoretical and Methodological Trends in Signal Processing
Thu, 7 Sep, 10:30 - 10:50 Finland Time (UTC +3)

Thu AM1.L2.1: PROXIMAL-LANGEVIN SAMPLERS FOR NONSMOOTH COMPOSITE POSTERIORS: APPLICATION TO THE ESTIMATION OF COVID19 REPRODUCTION NUMBER
Patrice Abry, CNRS, ENS de Lyon, France; Gersende Fort, CNRS, Institut de Mathématiques de Toulouse, France; Barbara Pascal, Nantes Université, École Centrale Nantes, CNRS, LS2N, UMR 6004, France; Nelly Pustelnik, CNRS, ENS de Lyon, France
Thu, 7 Sep, 10:50 - 11:10 Finland Time (UTC +3)

Thu AM1.L2.2: MULTI-TARGET TRACKING PIPELINE FOR MIMO-FMCW RADARS BASED ON MODIFIED GM-PHD
S. Hamed Javadi, Ruoyu Feng, André Bourdoux, Hichem Sahli, Interuniversity Micro-Electronics Center (IMEC), Belgium
Thu, 7 Sep, 11:10 - 11:30 Finland Time (UTC +3)

Thu AM1.L2.3: Parameter Estimation of the Normal Ratio Distribution with Variational Inference
Nizar BOUHLEL, Institut Agro, Univ Angers, INRAE, IRHS, SFR QuaSaV, France; Félix MERCIER, Université d'Angers, LARIS, UMR INRAe IRHS, France; Angelina EL GHAZIRI, Institut Agro, Univ Angers, INRAE, IRHS, SFR QuaSaV, France; David ROUSSEAU, Université d'Angers, LARIS, UMR INRAe IRHS, France
Thu, 7 Sep, 11:30 - 11:50 Finland Time (UTC +3)

Thu AM1.L2.4: Expectation-Propagation with Low-Rank Constraints for Linear Inverse Problems
Dongrui SHEN, City University of Hong Kong, China; Stephen McLAUGHLIN, Yoann ALTMANN, Heriot-Watt University, United Kingdom
Thu, 7 Sep, 11:50 - 12:10 Finland Time (UTC +3)

Thu AM1.L2.5: Marginal MAP estimation of a Bernoulli-Gaussian signal: continuous relaxation approach
Pierre Barbault, L2S, Université Paris-Saclay, CNRS, CentraleSupélec, France; Matthieu Kowalski, Université Paris-Saclay, CNRS, Laboratoire Interdisciplinaire des Sciences du Numériques, France; Charles Soussen, L2S, Université Paris-Saclay, CNRS, CentraleSupélec, France
Thu, 7 Sep, 12:10 - 12:30 Finland Time (UTC +3)

Thu AM1.L2.6: Variational Gaussian filtering via Wasserstein gradient flows
Adrien Corenflos, Hany Abdulsamad, Aalto University, Finland