Technical Program
MLSP-P9: Probabilistic Modeling for Learning |
| Session Type: Poster |
| Time: Thursday, March 9, 13:30 - 15:30 |
| Location: Churchill: Poster Area D |
| Session Chair: Mamadou Mboup, University of Reims Champagne Ardenne, France |
| MLSP-P9.1: A HIERARCHICAL DIRICHLET PROCESS MIXTURE OF GID DISTRIBUTIONS WITH FEATURE SELECTION FOR SPATIO-TEMPORAL VIDEO MODELING AND SEGMENTATION |
| Wentao Fan; Huaqiao University |
| Nizar Bouguila; Concordia University |
| Xin Liu; Huaqiao University |
| MLSP-P9.2: MULTIVARIATE SCALE MIXTURES FOR JOINT SPARSE REGULARIZATION IN MULTI-TASK LEARNING |
| Ritwik Giri; University of California, San Diego |
| Bhaskar D. Rao; University of California, San Diego |
| MLSP-P9.3: DYNAMIC PROBABILISTIC LINEAR DISCRIMINANT ANALYSIS FOR VIDEO CLASSIFICATION |
| Alessandro Fabris; Imperial College London |
| Mihalis Nicolaou; Goldsmiths, University of London |
| Irene Kotsia; Middlesex University London |
| Stefanos Zafeiriou; Imperial College London |
| MLSP-P9.4: MULTI-ARMED BANDITS IN MULTI-AGENT NETWORKS |
| Shahin Shahrampour; Harvard University |
| Alexander Rakhlin; University of Pennsylvania |
| Ali Jadbabaie; Massachusetts Institute of Technology |
| MLSP-P9.5: REDUCING TOTAL LATENCY IN ONLINE REAL-TIME INFERENCE AND DECODING VIA COMBINED CONTEXT WINDOW AND MODEL SMOOTHING LATENCIES |
| Chandrashekhar Lavania; University of Washington, Seattle |
| Jeff Bilmes; University of Washington, Seattle |
| MLSP-P9.6: KERNEL LEAST MEAN SQUARE BASED ON CONJUGATE GRADIENT |
| Siyuan Peng; Nanyang Technological University |
| Zongze Wu; Guangdong University of Technology |
| Wentao Ma; Xi'an University of Technology |
| Badong Chen; Xi'an Jiaotong University |
| MLSP-P9.7: ONLINE ANOMALY DETECTION USING NESTED DECISION TREES |
| Ibrahim Delibalta; Koc University |
| Kaan Gokcesu; Bilkent University |
| Mustafa Simsek; Bilkent University |
| Lemi Baruh; Koc University |
| Suleyman S. Kozat; Bilkent University |
| MLSP-P9.8: LEARNING ONLINE ALIGNMENTS WITH CONTINUOUS REWARDS POLICY GRADIENT |
| Yuping Luo; Tsinghua University |
| Chung-Cheng Chiu; Google Brain |
| Navdeep Jaitly; Google Brain |
| Ilya Sutskever; Open AI |
| MLSP-P9.9: DIRICHLET MIXTURE MATCHING PROJECTION FOR SUPERVISED LINEAR DIMENSIONALITY REDUCTION OF PROPORTIONAL DATA |
| Walid Masoudimansour; Concordia University |
| Nizar Bouguila; Concordia University |
| MLSP-P9.10: ONLINE LEARNING OF TIME-FREQUENCY PATTERNS |
| Jose F. Ruiz-Munoz; Universidad Nacional de Colombia |
| Raviv Raich; Oregon State University |
| Mauricio Orozco-Alzate; Universidad Nacional de Colombia |
| Xiaoli Z. Fern; Oregon State University |