MLSP-P5: Bayesian, Information-theoretic and Graphical Learning |
| Session Type: Poster |
| Time: Thursday, March 29, 16:30 - 18:30 |
| Location: Poster Area B
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| Session Chairs: Jonathan Le Roux, Mitsubishi Electric Research Labs and Makoto Nakashizuka, Osaka University
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MLSP-P5.1: SEMI-SUPERVISED MULTI-DOMAIN REGRESSION WITH DISTINCT TRAINING SETS
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| Tomer Michaeli; Technion – Israel Institute of Technology
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| Yonina C. Eldar; Technion – Israel Institute of Technology
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| Guillermo Sapiro; University of Minnesota
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MLSP-P5.2: A BAYESIAN APPROACH FOR GAS CONCENTRATION RECONSTRUCTION BASED ON TUNABLE DIODE LASER ABSORPTION SPECTROSCOPY
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| Chao Yuan; Siemens Corporate Research
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MLSP-P5.3: HANDLING INCOMPLETE MATRIX DATA VIA CONTINUOUS-VALUED INFINITE RELATIONAL MODEL
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| Tomohiko Suzuki; Waseda University
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| Takuma Nakamura; Waseda University
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| Yasutoshi Ida; Waseda University
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| Takashi Matsumoto; Waseda University
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MLSP-P5.4: ONLINE BAYESIAN DICTIONARY LEARNING FOR LARGE DATASETS
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| Lingbo Li; Duke University
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| Jorge Silva; Duke University
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| Mingyuan Zhou; Duke University
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| Lawrence Carin; Duke University
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MLSP-P5.5: ORDER DETECTION FOR DEPENDENT SAMPLES USING ENTROPY RATE
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| Gengshen Fu; University of Maryland
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| Hualiang Li; University of Maryland
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| Matthew Anderson; University of Maryland
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| Tulay Adali; University of Maryland
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MLSP-P5.6: LOW-RANK DATA MODELING VIA THE MINIMUM DESCRIPTION LENGTH PRINCIPLE
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| Ignacio Ramirez; University of Minnesota
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| Guillermo Sapiro; University of Minnesota
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MLSP-P5.7: DIMENSION REDUCTION IN REGRESSION USING GAUSSIAN MIXTURE MODELS
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| Majid Mirbagheri; University of Maryland College Park
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| Yanbo Xu; University of Maryland College Park
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| Shihab Shamma; University of Maryland College Park
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MLSP-P5.8: DECOMPOSING SIGNALS INTO A SUM OF AMPLITUDE AND FREQUENCY MODULATED SINUSOIDS USING PROBABILISTIC INFERENCE
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| Richard Turner; University of Cambridge
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| Maneesh Sahani; University College London
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MLSP-P5.9: COPULA GAUSSIAN GRAPHICAL MODELS WITH HIDDEN VARIABLES
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| Hang Yu; Nanyang Technological University
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| Justin Dauwels; Nanyang Technological University
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| Xueou Wang; Nanyang Technological University
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MLSP-P5.10: A FIXED-BUDGET QUANTIZED KERNEL LEAST MEAN SQUARE ALGORITHM
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| Songlin Zhao; University of Florida
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| Badong Chen; University of Florida
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| Jose Principe; University of Florida
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MLSP-P5.11: PREDICTION OF TIME SERIES USING YULE-WALKER EQUATIONS WITH KERNELS
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| Maya Kallas; Université de Technologie de Troyes / Université Libanaise
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| Paul Honeine; Université de Technologie de Troyes
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| Cédric Richard; Université de Nice Sophia-Antipolis
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| Clovis Francis; Université Libanaise
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| Hassan Amoud; Université Libanaise
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MLSP-P5.12: TRANSFER CROSS ENTROPY FOR FAST SOCIOMETRIC INFERENCE IN LONGITUDINAL COLLECTIONS OF MULTI-PARTY CONVERSATION
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| Kornel Laskowski; Carnegie Mellon University
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