Technical Program
MLSP-L1: Sparse Models |
| Session Type: Lecture |
| Time: Tuesday, May 28, 10:50 - 12:50 |
| Location: Room 119/120 |
| Session Chair: Kenneth Kreutz-Delgado, UCSD |
| MLSP-L1.1: ADAPTIVE SENSING WITH STRUCTURED SPARSITY |
| Nikhil Rao; University of Wisconsin |
| Gongguo Tang; University of Wisconsin |
| Robert Nowak; University of Wisconsin |
| MLSP-L1.2: LEARNING OVERCOMPLETE SPARSIFYING TRANSFORMS FOR SIGNAL PROCESSING |
| Saiprasad Ravishankar; University of Illinois |
| Yoram Bresler; University of Illinois |
| MLSP-L1.3: FITTING SPARSE GAUSSIAN FUNCTION MIXTURES ON POWER SPECTRA |
| Luis Weruaga; Khalifa University |
| Javier Vía; Universidad de Cantabria |
| MLSP-L1.4: SPARSE HIDDEN MARKOV MODELS FOR PURER CLUSTERS |
| Sujeeth Bharadwaj; University of Illinois at Urbana-Champaign |
| Mark Hasegawa-Johnson; University of Illinois at Urbana-Champaign |
| Jitendra Ajmera; IBM Research - India |
| Om Deshmukh; IBM Research - India |
| Ashish Verma; IBM Research - India |
| MLSP-L1.5: HIERARCHICAL SPARSE MODELING USING SPIKE AND SLAB PRIORS |
| Yuanming Suo; Johns Hopkins University |
| Minh Dao; Johns Hopkins University |
| Trac Tran; Johns Hopkins University |
| Umamahesh Srinivas; Pennsylvania State University |
| Vishal Monga; Pennsylvania State University |
| MLSP-L1.6: SIMULTANEOUS TRACKING AND SPARSE CALIBRATION IN GROUND SENSOR NETWORKS USING EVIDENCE APPROXIMATION |
| Marek Syldatk; Linköping University |
| Fredrik Gustafsson; Linköping University |