SPTM-P2: Bayesian Signal Processing I |
| Session Type: Poster |
| Time: Tuesday, May 14, 17:30 - 19:30 |
| Location: Poster Area I, East Bar, First Floor |
| Session Chair: Victor Elvira, IMT Lille Douai |
| SPTM-P2.1: UPDATES IN BAYESIAN FILTERING BY CONTINUOUS PROJECTIONS ON A MANIFOLD OF DENSITIES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Filip Tronarp; Aalto University |
| Simo Särkkä; Aalto University |
| SPTM-P2.2: EFFICIENT SAMPLING THROUGH VARIABLE SPLITTING-INSPIRED BAYESIAN HIERARCHICAL MODELS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Maxime Vono; University of Toulouse |
| Nicolas Dobigeon; University of Toulouse |
| Pierre Chainais; Centrale Lille |
| SPTM-P2.3: NONLINEAR STATE ESTIMATION USING PARTICLE FILTERS ON THE STIEFEL MANIFOLD |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Claudio Bordin; Universidade Federal do ABC |
| Marcelo Bruno; Instituto Tecnológico de Aeronáutica |
| SPTM-P2.4: SPARSE SIGNAL RECOVERY USING MPDR ESTIMATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Maher Al-Shoukairi; University of California, San Diego |
| Bhaskar D. Rao; University of California, San Diego |
| SPTM-P2.5: A VARIATIONAL ADAPTIVE POPULATION IMPORTANCE SAMPLER |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yousef El-Laham; SUNY at Stony Brook |
| Petar Djuric; SUNY at Stony Brook |
| Monica Bugallo; SUNY at Stony Brook |
| SPTM-P2.6: ONLINE VARIATIONAL BAYESIAN SUBSPACE FILTERING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Charul Paliwal; IIIT Delhi |
| Uttkarsha Bhatt; IIT Kanpur |
| Pravesh Biyani; IIIT Delhi |
| Ketan Rajawat; IIT Kanpur |
| SPTM-P2.7: A RECURSIVE BAYESIAN MODEL FOR EXTREME VALUES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Douglas Johnston; Farmingdale State College |
| Petar Djuric; Stony Brook University |
| SPTM-P2.8: EXPECTATION-PROPAGATION ALGORITHMS FOR LINEAR REGRESSION WITH POISSON NOISE: APPLICATION TO PHOTON-LIMITED SPECTRAL UNMIXING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yoann Altmann; Heriot-Watt University |
| Alessandro Perelli; University of Edinburgh |
| Michael Davies; University of Edinburgh |
| SPTM-P2.9: ON SELF-ASSESSMENT OF PROFICIENCY OF AUTONOMOUS SYSTEMS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Petar Djuric; Stony Brook University |
| Pau Closas; Northeastern University |
| SPTM-P2.10: LANGEVIN-BASED STRATEGY FOR EFFICIENT PROPOSAL ADAPTATION IN POPULATION MONTE CARLO |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Víctor Elvira; IMT Lille Douai |
| Émilie Chouzenoux; University Paris East/INRIA/CentraleSupelec |
| SPTM-P2.11: CHANNEL ESTIMATION USING 1-BIT QUANTIZATION AND OVERSAMPLING FOR LARGE-SCALE MULTIPLE-ANTENNA SYSTEMS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Zhichao Shao; Pontifical Catholic University of Rio de Janeiro |
| Lukas Landau; Pontifical Catholic University of Rio de Janeiro |
| Rodrigo C. de Lamare; Pontifical Catholic University of Rio de Janeiro |