SPTM-P7: Bayesian Signal Processing I |
| Session Type: Poster |
| Time: Wednesday, 6 May, 16:30 - 18:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Emilie Chouzenoux, CVN, CentraleSupélec, INRIA Saclay |
| SPTM-P7.1: DATA-DRIVEN MODEL SET DESIGN FOR MODEL AVERAGED PARTICLE FILTER |
| Bin Liu; Nanjing University of Posts and Telecommunications |
| SPTM-P7.2: GRAPHEM: EM ALGORITHM FOR BLIND KALMAN FILTERING UNDER GRAPHICAL SPARSITY CONSTRAINTS |
| Emilie Chouzenoux; CVN, CentraleSupélec, INRIA Saclay |
| Víctor Elvira; University of Edinburgh |
| SPTM-P7.3: ON DESIGN OF OPTIMAL SMART METER PRIVACY CONTROL STRATEGY AGAINST ADVERSARIAL MAP DETECTION |
| Ramana Reddy Avula; KTH Royal Institute of Technology |
| Tobias Oechtering; KTH Royal Institute of Technology |
| SPTM-P7.4: APPROXIMATE INFERENCE BY KULLBACK-LEIBLER TENSOR BELIEF PROPAGATION |
| Patrick W.A. Wijnings; Eindhoven University of Technology |
| Sander Stuijk; Eindhoven University of Technology |
| Bert de Vries; Eindhoven University of Technology |
| Henk Corporaal; Eindhoven University of Technology |
| SPTM-P7.5: A PARTICLE GIBBS SAMPLING APPROACH TO TOPOLOGY INFERENCE IN GENE REGULATORY NETWORKS |
| Marija Iloska; Stony Brook University |
| Yousef El-Laham; Stony Brook University |
| Mónica F. Bugallo; Stony Brook University |
| SPTM-P7.6: PARTICLE FILTER WITH REJECTION CONTROL AND UNBIASED ESTIMATOR OF THE MARGINAL LIKELIHOOD |
| Jan Kudlicka; Uppsala University |
| Lawrence M. Murray; Uber AI |
| Thomas B. Schön; Uppsala University |
| Fredrik Lindsten; Linköping University |
| SPTM-P7.7: PARTICLE GROUP METROPOLIS METHODS FOR TRACKING THE LEAF AREA INDEX |
| Luca Martino; Universidad Rey Juan Carlos |
| Víctor Elvira; University of Edinburgh |
| Gustau Camps-Valls; Universitat de Valencia |
| SPTM-P7.8: UNSUPERVISED VARIATIONAL BAYESIAN KALMAN FILTERING FOR LARGE-DIMENSIONAL GAUSSIAN SYSTEMS |
| Boujemaa Ait-El-Fquih; King Abdullah University of Science and Technology (KAUST) |
| Thomas Rodet; Ecole Normale Supérieure de Cachan |
| Ibrahim Hoteit; King Abdullah University of Science and Technology (KAUST) |
| SPTM-P7.9: LEVENBERG-MARQUARDT AND LINE-SEARCH EXTENDED KALMAN SMOOTHERS |
| Simo Särkkä; Aalto University |
| Lennart Svensson; Chalmers University of Technology |
| SPTM-P7.10: LAPLACE STATE SPACE FILTER WITH EXACT INFERENCE AND MOMENT MATCHING |
| Julian Neri; McGill University |
| Philippe Depalle; McGill University |
| Roland Badeau; Telecom Paris |
| SPTM-P7.11: PROBABILISTIC FILTER AND SMOOTHER FOR VARIATIONAL INFERENCE OF BAYESIAN LINEAR DYNAMICAL SYSTEMS |
| Julian Neri; McGill University |
| Roland Badeau; Telecom Paris |
| Philippe Depalle; McGill University |
| SPTM-P7.12: OPTIMUM KERNEL PARTICLE FILTER FOR ASYMMETRIC LAPLACE NOISE |
| Ulrika Andersson; University of Cambridge |
| Simon Godsill; University of Cambridge |