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    JMLR
    2012
    255views Programming Languages» more  JMLR 2012»
    Learning Low-order Models for Enforcing High-order Statistics
    13 years 6 months ago
    Learning Low-order Models for Enforcing High-order Statistics
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    Models such as pairwise conditional random fields (CRFs) are extremely popular in computer vision and various other machine learning disciplines. However, they have limited expre...
    Patrick Pletscher, Pushmeet Kohli
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    JMLR
    2012
    173views Programming Languages» more  JMLR 2012»
    Marginal Regression For Multitask Learning
    13 years 6 months ago
    Marginal Regression For Multitask Learning
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    Variable selection is an important and practical problem that arises in analysis of many high-dimensional datasets. Convex optimization procedures that arise from relaxing the NP-...
    Mladen Kolar, Han Liu
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    275
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    JMLR
    2012
    313views Programming Languages» more  JMLR 2012»
    Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation
    13 years 6 months ago
    Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation
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    This paper considers additive factorial hidden Markov models, an extension to HMMs where the state factors into multiple independent chains, and the output is an additive function...
    J. Zico Kolter, Tommi Jaakkola
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    187
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    JMLR
    2012
    232views Programming Languages» more  JMLR 2012»
    Active Clustering of Biological Sequences
    13 years 6 months ago
    Active Clustering of Biological Sequences
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    Given a point set S and an unknown metric d on S, we study the problem of efficiently partitioning S into k clusters while querying few distances between the points. In our model...
    Konstantin Voevodski, Maria-Florina Balcan, Heiko ...
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    178
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    SIGIR
    2012
    ACM
    235views Information Technology» more  SIGIR 2012»
    Building reputation and trust using federated search and opinion mining
    13 years 6 months ago
    Building reputation and trust using federated search and opinion mining
    Download  www2012.wwwconference.org
    The term online reputation addresses trust relationships amongst agents in dynamic open systems. These can appear as ratings, recommendations, referrals and feedback. Several repu...
    Somayeh Khatiban
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