Technical Program
MLSP-P5: Theory and Modeling |
| Session Type: Poster |
| Time: Thursday, March 24, 16:00 - 18:00 |
| Location: Poster Area E |
| Session Chair: Yuejie Chi, Ohio State University |
| MLSP-P5.1: TWO-DIMENSIONAL CORRELATED TOPIC MODELS |
| Suwon Suh; POSTECH |
| Seungjin Choi; POSTECH |
| MLSP-P5.2: SPARSE BAYESIAN DICTIONARY LEARNING WITH A GAUSSIAN HIERARCHICAL MODEL |
| Linxiao Yang; University of Electronic Science and Technology of China |
| Jun Fang; University of Electronic Science and Technology of China |
| Hongbin Li; Stevens Institute of Technology |
| MLSP-P5.3: RISK-SENSITIVE DECISION MAKING VIA CONSTRAINED EXPECTED RETURNS |
| Jürgen Hahn; Technische Universität Darmstadt |
| Abdelhak M. Zoubir; Technische Universität Darmstadt |
| MLSP-P5.4: STOCHASTIC THERMODYNAMIC INTEGRATION: EFFICIENT BAYESIAN MODEL SELECTION VIA STOCHASTIC GRADIENT MCMC |
| Umut Şimşekli; Télécom ParisTech |
| Roland Badeau; Télécom ParisTech |
| Gaël Richard; Télécom ParisTech |
| Ali Taylan Cemgil; Boğaziçi University |
| MLSP-P5.5: VARIATIONAL INFERENCE FOR INFINITE MIXTURES OF SPARSE GAUSSIAN PROCESSES THROUGH KL-CORRECTION |
| Thi Nhat Anh Nguyen; University of Wollongong |
| Abdesselam Bouzerdoum; University of Wollongong |
| Son Lam Phung; University of Wollongong |
| MLSP-P5.6: SUPERVISED SUBSPACE LEARNING BASED ON DEEP RANDOMIZED NETWORKS |
| Alexandros Iosifidis; Tampere University of Technology |
| Moncef Gabbouj; Tampere University of Technology |
| MLSP-P5.7: THEORETICAL GUARANTEES FOR POISSON DISK SAMPLING USING PAIR CORRELATION FUNCTION |
| Bhavya Kailkhura; Syracuse University |
| Jayaraman J. Thiagarajan; Lawrence Livermore National Laboratory |
| Peer-Timo Bremer; Lawrence Livermore National Laboratory |
| Pramod Varshney; Syracuse University |
| MLSP-P5.8: EMPIRICALLY-ESTIMABLE MULTI-CLASS CLASSIFICATION BOUNDS |
| Alan Wisler; Arizona State University |
| Visar Berisha; Arizona State University |
| Dennis Wei; IBM Thomas J. Watson Research Center |
| Karthikeyan Natesan Ramamurthy; IBM Thomas J. Watson Research Center |
| Andreas Spanias; Arizona State University |
| MLSP-P5.9: CONVERGENCE ANALYSIS FOR GUASSIAN BELIEF PROPAGATION: DYNAMIC BEHAVIOUR OF MARGINAL COVARIANCES |
| Tianju Sui; Zhejiang University |
| Damian Marelli; University of Newcastle |
| Minyue Fu; University of Newcastle |
ICASSP 2016 Patrons
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