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    JMLR
    2010
    91views more  JMLR 2010»
    Convexity of Proper Composite Binary Losses
    12 years 11 months ago
    Convexity of Proper Composite Binary Losses
    Download  jmlr.csail.mit.edu
    A composite loss assigns a penalty to a realvalued prediction by associating the prediction with a probability via a link function then applying a class probability estimation (CP...
    Mark D. Reid, Robert C. Williamson
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    JMLR
    2010
    119views more  JMLR 2010»
    Online Passive-Aggressive Algorithms on a Budget
    12 years 11 months ago
    Online Passive-Aggressive Algorithms on a Budget
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    Zhuang Wang, Slobodan Vucetic
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    JMLR
    2010
    177views more  JMLR 2010»
    Multitask Learning for Brain-Computer Interfaces
    12 years 11 months ago
    Multitask Learning for Brain-Computer Interfaces
    Download  www.kyb.tuebingen.mpg.de
    Brain-computer interfaces (BCIs) are limited in their applicability in everyday settings by the current necessity to record subjectspecific calibration data prior to actual use of...
    Morteza Alamgir, Moritz Grosse-Wentrup, Yasemin Al...
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    JMLR
    2010
    103views more  JMLR 2010»
    Learning Nonlinear Dynamic Models from Non-sequenced Data
    12 years 11 months ago
    Learning Nonlinear Dynamic Models from Non-sequenced Data
    Download  www.cs.cmu.edu
    Virtually all methods of learning dynamic systems from data start from the same basic assumption: the learning algorithm will be given a sequence of data generated from the dynami...
    Tzu-Kuo Huang, Le Song, Jeff Schneider
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    JMLR
    2010
    159views more  JMLR 2010»
    Semi-Supervised Learning with Max-Margin Graph Cuts
    12 years 11 months ago
    Semi-Supervised Learning with Max-Margin Graph Cuts
    Download  www.cs.pitt.edu
    This paper proposes a novel algorithm for semisupervised learning. This algorithm learns graph cuts that maximize the margin with respect to the labels induced by the harmonic fun...
    Branislav Kveton, Michal Valko, Ali Rahimi, Ling H...
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    JMLR
    2010
    175views more  JMLR 2010»
    Bayesian variable order Markov models
    12 years 11 months ago
    Bayesian variable order Markov models
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    Christos Dimitrakakis
    posted by olethros
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    JMLR
    2010
    86views more  JMLR 2010»
    Real-time Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries
    12 years 11 months ago
    Real-time Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries
    Download  www.select.cs.cmu.edu
    Shengbo Guo, Scott Sanner
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    JMLR
    2010
    129views more  JMLR 2010»
    Approximation of hidden Markov models by mixtures of experts with application to particle filtering
    12 years 11 months ago
    Approximation of hidden Markov models by mixtures of experts with application to particle filtering
    Download  jmlr.csail.mit.edu
    Selecting conveniently the proposal kernel and the adjustment multiplier weights of the auxiliary particle filter may increase significantly the accuracy and computational efficie...
    Jimmy Olsson, Jonas Ströjby
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    JMLR
    2010
    69views more  JMLR 2010»
    Nonparametric prior for adaptive sparsity
    12 years 11 months ago
    Nonparametric prior for adaptive sparsity
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    Vikas C. Raykar, Linda H. Zhao
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    JMLR
    2010
    110views more  JMLR 2010»
    Nonlinear functional regression: a functional RKHS approach
    12 years 11 months ago
    Nonlinear functional regression: a functional RKHS approach
    Download  jmlr.csail.mit.edu
    This paper deals with functional regression, in which the input attributes as well as the response are functions. To deal with this problem, we develop a functional reproducing ke...
    Hachem Kadri, Emmanuel Duflos, Philippe Preux, St&...
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