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    NIPS
    1994
    120views Information Technology» more  NIPS 1994»
    Factorial Learning and the EM Algorithm
    15 years 1 months ago
    Factorial Learning and the EM Algorithm
    Download  learning.eng.cam.ac.uk
    Many real world learning problems are best characterized by an interaction of multiple independent causes or factors. Discovering such causal structure from the data is the focus ...
    Zoubin Ghahramani
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    NIPS
    1996
    202views Information Technology» more  NIPS 1996»
    Improving the Accuracy and Speed of Support Vector Machines
    15 years 1 months ago
    Improving the Accuracy and Speed of Support Vector Machines
    Download  www.columbia.edu
    Support Vector Learning Machines (SVM) are nding application in pattern recognition, regression estimation, and operator inversion for ill-posed problems. Against this very genera...
    Christopher J. C. Burges, Bernhard Schölkopf
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    NIPS
    1996
    133views Information Technology» more  NIPS 1996»
    Continuous Sigmoidal Belief Networks Trained using Slice Sampling
    15 years 1 months ago
    Continuous Sigmoidal Belief Networks Trained using Slice Sampling
    Download  www.psi.toronto.edu
    Real-valued random hidden variables can be useful for modelling latent structure that explains correlations among observed variables. I propose a simple unit that adds zero-mean G...
    Brendan J. Frey
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    70
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    NIPS
    1996
    110views Information Technology» more  NIPS 1996»
    A Micropower Analog VLSI HMM State Decoder for Wordspotting
    15 years 1 months ago
    A Micropower Analog VLSI HMM State Decoder for Wordspotting
    Download  www.cs.berkeley.edu
    We describe the implementation of a hidden Markov model state decoding system, a component for a wordspotting speech recognition system. The key specification for this state decod...
    John Lazzaro, John Wawrzynek, Richard Lippmann
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    88
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    NIPS
    1996
    100views Information Technology» more  NIPS 1996»
    Monotonicity Hints
    15 years 1 months ago
    Monotonicity Hints
    Download  www.uni-regensburg.de
    : Neural networks are competitive tools for classification problems. In this context, a hint is any piece of prior side information about the classification. Common examples are mo...
    Joseph Sill, Yaser S. Abu-Mostafa
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