Technical Program
MLSP-P10: Learning Theory |
| Session Type: Poster |
| Time: Thursday, March 9, 16:00 - 18:00 |
| Location: Churchill: Poster Area D |
| Session Chair: Karim Seghouane, University of Melbourne |
| MLSP-P10.1: BALANCING EXPLORATION AND EXPLOITATION IN REINFORCEMENT LEARNING USING A VALUE OF INFORMATION CRITERION |
| Isaac Sledge; University of Florida |
| Jose C. Principe; University of Florida |
| MLSP-P10.2: THE COUNTERINTUITIVE MECHANISM OF GRAPH-BASED SEMI-SUPERVISED LEARNING IN THE BIG DATA REGIME |
| Xiaoyi Mai; Beihang University |
| Romain Couillet; CentraleSupélec |
| MLSP-P10.3: LEARNING TIME VARYING GRAPHS |
| Vassilis Kalofolias; École Polytechnique Fédérale de Lausanne |
| Andreas Loukas; École Polytechnique Fédérale de Lausanne |
| Dorina Thanou; École Polytechnique Fédérale de Lausanne |
| Pascal Frossard; École Polytechnique Fédérale de Lausanne |
| MLSP-P10.4: AN EFFICIENT MIXTURE OF EXPERTS METHOD FOR BIG DATA APPLICATIONS |
| O. Fatih Kilic; Bilkent University |
| M. Omer Sayin; University of Illinois at Urbana-Champaign |
| Suleyman S. Kozat; Bilkent University |
| MLSP-P10.5: BAYESIAN JOINT-SEQUENCE MODELS FOR GRAPHEME-TO-PHONEME CONVERSION |
| Mirko Hannemann; Brno University of Technology |
| Jan Trmal; Johns Hopkins University |
| Lucas Ondel; Brno University of Technology |
| Santosh Kesiraju; Indian Institute of Technology Hyderabad |
| Lukas Burget; Brno University of Technology |
| MLSP-P10.6: COMPUTATIONALLY FEASIBLE ONLINE SECOND ORDER TIME SERIES PREDICTOR |
| Burak C. Civek; Bilkent University |
| Suleyman S. Kozat; Bilkent University |
| MLSP-P10.7: LEARNING ROTATION INVARIANCE IN DEEP HIERARCHIES USING CIRCULAR SYMMETRIC FILTERS |
| Dhruv Kohli; Samsung Research & Development Institute |
| Biplab Das; Samsung Research & Development Institute |
| Viswanath Gopalakrishnan; Samsung Research & Development Institute |
| Kiran Iyer; Samsung Research & Development Institute |
| MLSP-P10.8: DEEP MULTI-VIEW ROBUST REPRESENTATION LEARNING |
| Zhenyu Jiao; Peking University |
| Chao Xu; Peking University |
| MLSP-P10.9: ESTIMATION AND LEARNING OF DYNAMIC NONLINEAR NETWORKS (DYNNETS) |
| Mojtaba Sahraee-Ardakan; University of California, Los Angeles |
| Alyson K. Fletcher; University of California, Los Angeles |
| MLSP-P10.10: ACCELERATING DEEP CONVOLUTIONAL NETWORKS USING LOW-PRECISION AND SPARSITY |
| Ganesh Venkatesh; Intel Labs |
| Eriko Nurvitadhi; Intel Labs |
| Debbie Marr; Intel Labs |