MLSP-P2: Learning Theory |
| Session Type: Poster |
| Time: Wednesday, March 28, 14:00 - 16:00 |
| Location: Poster Area B
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| Session Chairs: Ignacio Santamaría, University of Cantabria and Mario Figueiredo , Instituto Superior Tecnico
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MLSP-P2.1: VARIANCE ANALYSES FOR KERNEL REGRESSORS WITH NESTED REPRODUCING KERNEL HILBERT SPACES
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| Akira Tanaka; Hokkaido Univerisity
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| Hideyuki Imai; Hokkaido Univerisity
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| Koji Takamiya; Niigata University
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MLSP-P2.2: LINEAR COORDINATE-DESCENT MESSAGE-PASSING FOR QUADRATIC OPTIMIZATION
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| Guoqiang Zhang; Delft University of Technology
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| Richard Heusdens; Delft University of Technology
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MLSP-P2.3: GENERALIZED LINEAR COORDINATE-DESCENT MESSAGE-PASSING FOR CONVEX OPTIMIZATION
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| Guoqiang Zhang; Delft University of Technology
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| Richard Heusdens; Delft University of Technology
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MLSP-P2.4: LARGE COVARIANCE MATRIX ESTIMATION: BRIDGING SHRINKAGE AND TAPERING APPROACHES
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| Xiaohui Chen; The University of British Columbia
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| Z. Jane Wang; The University of British Columbia
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| Martin J. McKeown; The University of British Columbia
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MLSP-P2.5: NEW H8 BOUNDS FOR THE RECURSIVE LEAST SQUARES ALGORITHM EXPLOITING INPUT STRUCTURE
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| Koby Crammer; Technion
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| Alex Kulesza; University of Pennsylvania
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| Mark Dredze; The Johns Hopkins University
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MLSP-P2.6: KERNEL DICTIONARY LEARNING
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| Hien Van Nguyen; University of Maryland
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| Vishal M. Patel; University of Maryland
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| Nasser M. Nasrabadi; U.S. Army Research Laboratory
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| Rama Chellappa; University of Maryland
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MLSP-P2.7: LEARNING RIDGE FUNCTIONS WITH RANDOMIZED SAMPLING IN HIGH DIMENSIONS
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| Hemant Tyagi; Swiss Institute of Technology
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| Volkan Cevher; Swiss Institute of Technology
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MLSP-P2.8: ANTI-SPARSE CODING FOR APPROXIMATE NEAREST NEIGHBOR SEARCH
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| Hervé Jégou; INRIA
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| Teddy Furon; INRIA
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| Jean-Jacques Fuchs; Université de Rennes 1
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MLSP-P2.9: NONNEGATIVE MATRIX FACTORIZATION USING A ROBUST ERROR FUNCTION
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| Chris Ding; The University of Texas at Arlington
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| Deguang Kong; The University of Texas at Arlington
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MLSP-P2.10: DICTIONARY LEARNING AND UPDATE BASED ON SIMULTANEOUS CODEWORD OPTIMIZATION (SIMCO)
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| Wei Dai; Imperial College London
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| Tao Xu; University of Surrey
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| Wenwu Wang; University of Surrey
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MLSP-P2.11: TRACKING CORRELATED EQUILIBRIA IN CLUSTERED MULTI-AGENT NETWORKS VIA ADAPTIVE FILTERING ALGORITHMS
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| Omid Namvar Gharehshiran; University of British Columbia
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| Vikram Krishnamurthy; University of British Columbia
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MLSP-P2.12: HYPERSPHERE DISTRIBUTION DISCRIMINANT ANALYSIS
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| Yi-I Chiu; National Cheng Kung University
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| Chun-Rong Huang; National Chung Hsing University
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| Pau-Choo Chung; National Cheng Kung University
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| Ching-Hsing Luo; National Cheng Kung University
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