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    ESANN
    2007
    128views Neural Networks» more  ESANN 2007»
    A supervised learning approach based on STDP and polychronization in spiking neuron networks
    15 years 2 months ago
    A supervised learning approach based on STDP and polychronization in spiking neuron networks
    Download  www.dice.ucl.ac.be
    We propose a network model of spiking neurons, without preimposed topology and driven by STDP (Spike-Time-Dependent Plasticity), a temporal Hebbian unsupervised learning mode, biol...
    Hélène Paugam-Moisy, Régis Ma...
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    ACL
    2003
    160views Computational Linguistics» more  ACL 2003»
    Hierarchical Directed Acyclic Graph Kernel: Methods for Structured Natural Language Data
    15 years 2 months ago
    Hierarchical Directed Acyclic Graph Kernel: Methods for Structured Natural Language Data
    Download  acl.ldc.upenn.edu
    This paper proposes the “Hierarchical Directed Acyclic Graph (HDAG) Kernel” for structured natural language data. The HDAG Kernel directly accepts several levels of both chunk...
    Jun Suzuki, Tsutomu Hirao, Yutaka Sasaki, Eisaku M...
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    IAAI
    2003
    134views Artificial Intelligence» more  IAAI 2003»
    Infrastructure Components for Large-Scale Information Extraction Systems
    15 years 2 months ago
    Infrastructure Components for Large-Scale Information Extraction Systems
    Download  www.cs.cmu.edu
    Large-scale systems for information extraction include many different classifiers and extractors. Experience in building such systems shows that finding an appropriate architect...
    William W. Cohen
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    107
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    NIPS
    2003
    197views Information Technology» more  NIPS 2003»
    1-norm Support Vector Machines
    15 years 2 months ago
    1-norm Support Vector Machines
    Download  www.stat.lsa.umich.edu
    The standard 2-norm SVM is known for its good performance in twoclass classi£cation. In this paper, we consider the 1-norm SVM. We argue that the 1-norm SVM may have some advanta...
    Ji Zhu, Saharon Rosset, Trevor Hastie, Robert Tibs...
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    93
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    COLING
    2000
    86views Computational Linguistics» more  COLING 2000»
    A Statistical Theory of Dependency Syntax
    15 years 2 months ago
    A Statistical Theory of Dependency Syntax
    Download  acl.ldc.upenn.edu
    A generative statistical model of dependency syntax is proposed based on 'l'csniSre's classical theory. It provides a stochastic formalization of the original model...
    Christer Samuelsson
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