SPTM-L7: Bayesian Signal Processing II |
| Session Type: Lecture |
| Time: Friday, 8 May, 11:45 - 13:45 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Marcelo Bruno, Instituto Tecnológico de Aeronáutica |
| SPTM-L7.1: APPROXIMATE BAYESIAN COMPUTATION WITH THE SLICED-WASSERSTEIN DISTANCE |
| Kimia Nadjahi; Telecom Paris |
| Valentin De Bortoli; Ecole normale supérieure Paris-Saclay |
| Alain Durmus; Ecole normale supérieure Paris-Saclay |
| Roland Badeau; Telecom Paris |
| Umut Simsekli; Telecom Paris and University of Oxford |
| SPTM-L7.2: ENHANCED MIXTURE POPULATION MONTE CARLO VIA STOCHASTIC OPTIMIZATION AND MARKOV CHAIN MONTE CARLO SAMPLING |
| Yousef El-Laham; Stony Brook University |
| Petar Djuric; Stony Brook University |
| Mónica F. Bugallo; Stony Brook University |
| SPTM-L7.3: BETTER SAFE THAN SORRY: RISK-AWARE NONLINEAR BAYESIAN ESTIMATION |
| Dionysios Kalogerias; University of Pennsylvania |
| Luiz Chamon; University of Pennsylvania |
| George Pappas; University of Pennsylvania |
| Alejandro Ribeiro; University of Pennsylvania |
| SPTM-L7.4: PARTICLE FILTERING ON THE COMPLEX STIEFEL MANIFOLD WITH APPLICATION TO SUBSPACE TRACKING |
| Claudio Bordin; Universidade Federal do ABC |
| Marcelo Bruno; Instituto Tecnológico de Aeronáutica |
| SPTM-L7.5: BAYESIAN MULTIPLE CHANGE-POINT DETECTION WITH LIMITED COMMUNICATION |
| Topi Halme; Aalto University |
| Eyal Nitzan; Aalto University |
| H. Vincent Poor; Princeton University |
| Visa Koivunen; Aalto University |
| SPTM-L7.6: WHAT DID YOUR ADVERSARY BELIEVE? OPTIMAL FILTERING AND SMOOTHING IN COUNTER-ADVERSARIAL AUTONOMOUS SYSTEMS |
| Robert Mattila; KTH Royal Institute of Technology |
| Inês Lourenço; KTH Royal Institute of Technology |
| Vikram Krishnamurthy; Cornell University |
| Cristian R. Rojas; KTH Royal Institute of Technology |
| Bo Wahlberg; KTH Royal Institute of Technology |