Technical Program
MLSP-P4: Learning Theory and Algorithms II |
| Session Type: Poster |
| Time: Wednesday, May 29, 15:20 - 17:20 |
| Location: Poster Area E |
| Session Chair: Kenneth Hild, Lab 126 |
| MLSP-P4.1: USING DEEP STACKING NETWORK TO IMPROVE STRUCTURED COMPRESSED SENSING WITH MULTIPLE MEASUREMENT VECTORS |
| Hamid Palangi; The University of British Columbia |
| Rabab Ward; The University of British Columbia |
| Li Deng; Microsoft Research |
| MLSP-P4.2: LASSO SCREENING WITH A SMALL REGULARIZATION PARAMETER |
| Yun Wang; Princeton University |
| Zhen James Xiang; Princeton University |
| Peter J. Ramadge; Princeton University |
| MLSP-P4.3: BAYESIAN MULTI-SUBJECT COMMON SPATIAL PATTERNS WITH INDIAN BUFFET PROCESS PRIORS |
| Hyohyeong Kang; POSTECH |
| Seungjin Choi; POSTECH |
| MLSP-P4.4: MAP-BASED ESTIMATION OF THE PARAMETERS OF A GAUSSIAN MIXTURE MODEL IN THE PRESENCE OF NOISY OBSERVATIONS |
| Aleksej Chinaev; University of Paderborn |
| Reinhold Haeb-Umbach; University of Paderborn |
| MLSP-P4.5: BOUNDS FOR BAYESIAN NETWORK CLASSIFIERS WITH REDUCED PRECISION PARAMETERS |
| Sebastian Tschiatschek; Technische Universität Graz |
| Carlos Eduardo Cancino Chacón; Technische Universität Graz |
| Franz Pernkopf; Technische Universität Graz |
| MLSP-P4.6: RECURSIVE GAUSSIAN PROCESS REGRESSION |
| Marco Huber; AGT International |
| MLSP-P4.7: ONLINE LOGISTIC REGRESSION ON MANIFOLDS |
| Yao Xie; Duke University |
| Rebecca Willett; Duke University |
| MLSP-P4.8: LOCALITY PRESERVING KSVD FOR NONLINEAR MANIFOLD LEARNING |
| Yin Zhou; University of Delaware |
| Jinglun Gao; University of Delaware |
| Kenneth Barner; University of Delaware |
| MLSP-P4.9: EXTRACTING DEEP BOTTLENECK FEATURES USING STACKED AUTO-ENCODERS |
| Jonas Gehring; Karlsruhe Institute of Technology (KIT) |
| Yajie Miao; Carnegie Mellon University |
| Florian Metze; Carnegie Mellon University |
| Alex Waibel; Karlsruhe Institute of Technology (KIT) |
| MLSP-P4.10: MODELS WITH PRODUCTS OF DIRICHLET PROCESSES |
| Petar Djuric; Stony Brook University |
| André Ferrari; Université de Nice-Sophia Antipolis |
| MLSP-P4.11: ITERATIVE ORTHONORMALIZED PARTIAL LEAST SQUARES WITH SPARSITY CONSTRAINTS |
| Sergio Muñoz-Romero; Universidad Carlos III de Madrid |
| Jerónimo Arenas-García; Universidad Carlos III de Madrid |
| Vanessa Gómez-Verdejo; Universidad Carlos III de Madrid |
| MLSP-P4.12: THREE STRUCTURAL RESULTS ON THE LASSO PROBLEM |
| Pingmei Xu; Princeton Unviersity |
| Peter J. Ramadge; Princeton Unviersity |
| MLSP-P4.13: SIMPLIFIED ALTERNATING-DIRECTION MESSAGE PASSING FOR DUAL MAP LP-RELAXATION |
| Guoqiang Zhang; Delft University of Technology |
| Richard Heusdens; Delft University of Technology |
| MLSP-P4.14: PROXIMAL ALTERNATING-DIRECTION MESSAGE-PASSING FOR MAP LP RELAXATION |
| Guoqiang Zhang; Delft University of Technology |
| Richard Heusdens; Delft University of Technology |