TMTSP_P2: Bayesian, Sparse and Data Driven Methods |
| Session Type: Poster |
| Time: Wednesday, August 31, 16:10 - 17:50 |
| Location: Poster Area 1 |
| Session Chair: Jordi Vila-Valls, ISAE-SUPAERO |
| TMTSP_P2.1: EMPIRICAL MODE DECOMPOSITION REVISITED USING ORDINAL PATTERN CONCEPTS |
| Meryem JABLOUN, Orleans University, France |
| TMTSP_P2.2: ON APPROXIMATE BAYESIAN METHODS FOR LARGE-SCALE SPARSE LINEAR INVERSE PROBLEMS |
| Yoann ALTMANN, Heriot-Watt University, United Kingdom |
| TMTSP_P2.4: CREDIBILITY INTERVAL DESIGN FOR COVID19 REPRODUCTION NUMBER FROM NONSMOOTH LANGEVIN-TYPE MONTE CARLO SAMPLING |
| Hugo Artigas, Ecole Polytechnique, Paris, France, France; Barbara Pascal, Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, F-59000 Lille, France, France; Gersende Fort, CNRS, Institut de Mathématiques de Toulouse, France, France; Patrice Abry, Nelly Pustelnik, Univ Lyon, Ens de Lyon, Univ Claude Bernard, CNRS, Laboratoire de Physique, Lyon, France., France |
| TMTSP_P2.5: A BAYESIAN ESTIMATION FORMULATION TO VOXEL-BASED LESION-SYMPTOM MAPPING |
| Mame Diarra FALL, Institut Denis Poisson, Université d’Orléans, Université de Tours, CNRS, France; Nicolas Dobigeon, Université de Toulouse, IRIT/INP-ENSEEIHT, France; Pascal Auzou, Centre Hospitalier Régional d’Orléans, Service de Neurologie, 14 avenue de l’hôpital,, France |
| TMTSP_P2.6: FAST OFF-THE-GRID SPARSE RECOVERY WITH OVER-PARAMETRIZED PROJECTED GRADIENT DESCENT |
| Pierre-Jean Bénard, Yann Traonmilin, Jean-François Aujol, University of Bordeaux, France |
| TMTSP_P2.7: FAST QUADRATIC SENSING VIA NONCONVEX OPTIMIZATION |
| kaihui Liu, Great Bay University, China; Liangtian Wan, Dalian University of Technology, China; Lu Sun, Dalian Maritime University, China |
| TMTSP_P2.8: PREDICTING LATENT STATES OF DYNAMICAL SYSTEMS WITH STATE-SPACE RECONSTRUCTION AND GAUSSIAN PROCESSES |
| Kurt Butler, Guanchao Feng, Charles B. Mikell, Sima Mofakham, Petar M. Djuric, Stony Brook University, United States |
| TMTSP_P2.9: DEEP LEARNING AIDED INTERPOLATION OF SPATIO-TEMPORAL NONSTATIONARY DATA |
| Sayako Kodera, Florian Römer, Fraunhofer Institute for Nondestructive Testing IZFP, Germany; Eduardo Pérez, Technische Universität Ilmenau, Fraunhofer Institute for Nondestructive Testing IZFP, Germany; Jan Kirchhof, Technische Universität Ilmenau, Germany; Fabian Krieg, Technische Universität Ilmenau, Fraunhofer Institute for Nondestructive Testing IZFP, Hochschule für Technik und Wirtschaft des Saarlandes, Germany |
| TMTSP_P2.10: JOINT PROBABILITY ESTIMATION USING TENSOR DECOMPOSITION AND DICTIONARIES |
| Shaan ul Haque, Ajit Rajwade, Indian Institute of Technology, Bombay, India; Karthik S. Gurumoorthy, Amazon, India |