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    Characterizing reinforcement learning methods through parameterized learning problems
    12 years 7 months ago
    Characterizing reinforcement learning methods through parameterized learning problems
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    Shivaram Kalyanakrishnan, Peter Stone
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    233views Machine Learning» more  ML 2011»
    Topic level expertise search over heterogeneous networks
    12 years 7 months ago
    Topic level expertise search over heterogeneous networks
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    Jie Tang, Jing Zhang, Ruoming Jin, Zi Yang, Keke C...
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    Checkpoint evolution for volatile correlation computing
    12 years 11 months ago
    Checkpoint evolution for volatile correlation computing
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    Wenjun Zhou, Hui Xiong
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    Relational information gain
    12 years 11 months ago
    Relational information gain
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    Abstract. Type Extension Trees (TET) have been recently introduced as an expressive representation language allowing to encode complex combinatorial features of relational entities...
    Marco Lippi, Manfred Jaeger, Paolo Frasconi, Andre...
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    167views Machine Learning» more  ML 2011»
    Block-wise construction of tree-like relational features with monotone reducibility and redundancy
    12 years 11 months ago
    Block-wise construction of tree-like relational features with monotone reducibility and redundancy
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    Ondrej Kuzelka, Filip Zelezný
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    163views Machine Learning» more  ML 2011»
    Statistical relational learning of trust
    12 years 11 months ago
    Statistical relational learning of trust
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    Achim Rettinger, Matthias Nickles, Volker Tresp
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    179views Machine Learning» more  ML 2011»
    Neural networks for relational learning: an experimental comparison
    12 years 11 months ago
    Neural networks for relational learning: an experimental comparison
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    In the last decade, connectionist models have been proposed that can process structured information directly. These methods, which are based on the use of graphs for the representa...
    Werner Uwents, Gabriele Monfardini, Hendrik Blocke...
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    The changing science of machine learning
    12 years 11 months ago
    The changing science of machine learning
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    Pat Langley
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    Editorial survey: swarm intelligence for data mining
    12 years 11 months ago
    Editorial survey: swarm intelligence for data mining
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    David Martens, Bart Baesens, Tom Fawcett
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    256views Machine Learning» more  ML 2011»
    Constraint-based probabilistic modeling for statistical abduction
    12 years 11 months ago
    Constraint-based probabilistic modeling for statistical abduction
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    Taisuke Sato, Masakazu Ishihata, Katsumi Inoue
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