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    ICML
    2004
    IEEE
    133views Machine Learning» more  ICML 2004»
    Kernel-based discriminative learning algorithms for labeling sequences, trees, and graphs
    14 years 26 days ago
    Kernel-based discriminative learning algorithms for labeling sequences, trees, and graphs
    Download  www.machinelearning.org
    We introduce a new perceptron-based discriminative learning algorithm for labeling structured data such as sequences, trees, and graphs. Since it is fully kernelized and uses poin...
    Hisashi Kashima, Yuta Tsuboi
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    SDM
    2010
    SIAM
    149views Data Mining» more  SDM 2010»
    Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization
    13 years 9 months ago
    Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization
    Download  www.cs.cmu.edu
    Real-world relational data are seldom stationary, yet traditional collaborative filtering algorithms generally rely on this assumption. Motivated by our sales prediction problem, ...
    Liang Xiong, Xi Chen, Tzu-Kuo Huang, Jeff Schneide...
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    SIGIR
    2011
    ACM
    189views Information Technology» more  SIGIR 2011»
    Fast context-aware recommendations with factorization machines
    12 years 10 months ago
    Fast context-aware recommendations with factorization machines
    Download  www.inf.uni-konstanz.de
    The situation in which a choice is made is an important information for recommender systems. Context-aware recommenders take this information into account to make predictions. So ...
    Steffen Rendle, Zeno Gantner, Christoph Freudentha...
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    JMLR
    2006
    124views more  JMLR 2006»
    Fast SDP Relaxations of Graph Cut Clustering, Transduction, and Other Combinatorial Problem
    13 years 7 months ago
    Fast SDP Relaxations of Graph Cut Clustering, Transduction, and Other Combinatorial Problem
    Download  ppw.kuleuven.be
    The rise of convex programming has changed the face of many research fields in recent years, machine learning being one of the ones that benefitted the most. A very recent develop...
    Tijl De Bie, Nello Cristianini
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    IJAC
    2007
    116views more  IJAC 2007»
    On the Complexity of the Whitehead Minimization Problem
    13 years 7 months ago
    On the Complexity of the Whitehead Minimization Problem
    Download  www.crm.es
    The Whitehead minimization problem consists in finding a minimum size element in the automorphic orbit of a word, a cyclic word or a finitely generated subgroup in a finite rank...
    Abdó Roig, Enric Ventura, Pascal Weil
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