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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