SPTM-L4: Monte Carlo Methods for Detection and Estimation |
| Session Type: Lecture |
| Time: Wednesday, April 22, 15:30 - 17:30 |
| Location: 4F VIP Room, TICC |
| Session Chair: Alfred O. Hero III, University of Michigan |
| SPTM-L4.1: ASSESSING ROBUSTNESS OF PARTICLE FILTERING BY THE KOLMOGOROV-SMIRNOV STATISTICS |
| Pau Closas; Universitat Politècnica de Catalunya (UPC) |
| Mónica F. Bugallo; Stony Brook University |
| Petar M. Djuric; Stony Brook University |
| SPTM-L4.2: A NOVEL REJECTION SAMPLING SCHEME FOR POSTERIOR PROBABILITY DISTRIBUTIONS |
| Luca Martino; Universidad Carlos III |
| Joaquín Míguez; Universidad Carlos III |
| SPTM-L4.3: MARGINALIZED POPULATION MONTE CARLO |
| Mónica F. Bugallo; Stony Brook University |
| Mingyi Hong; Stony Brook University |
| Petar M. Djuric; Stony Brook University |
| SPTM-L4.4: AN ANALYSIS OF THE MAP SEEKING CIRCUIT AND MONTE CARLO EXTENSIONS |
| Zeynep Engin; Imperial College London |
| Jeffrey Ng; Imperial College London |
| Mauricio Barahona; Imperial College London |
| Anil Anthony Bharath; Imperial College London |
| SPTM-L4.5: BAYESIAN SPARSE IMAGE RECONSTRUCTION FOR MRFM |
| Nicolas Dobigeon; University of Toulouse |
| Alfred O. Hero III; University of Michigan |
| Jean-Yves Tourneret; University of Toulouse |
| SPTM-L4.6: SHRINKAGE ESTIMATION OF HIGH DIMENSIONAL COVARIANCE MATRICES |
| Yilun Chen; University of Michigan |
| Ami Wiesel; University of Michigan |
| Alfred O. Hero III; University of Michigan |