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    NIPS
    1994
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    Learning with Product Units
    15 years 7 days ago
    Learning with Product Units
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    Laurens R. Leerink, C. Lee Giles, Bill G. Horne, M...
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    NIPS
    1994
    124views Information Technology» more  NIPS 1994»
    From Data Distributions to Regularization in Invariant Learning
    15 years 7 days ago
    From Data Distributions to Regularization in Invariant Learning
    Download  www.bme.ogi.edu
    Ideally pattern recognition machines provide constant output when the inputs are transformed under a group G of desired invariances. These invariances can be achieved by enhancing...
    Todd K. Leen
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    NIPS
    1994
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    SARDNET: A Self-Organizing Feature Map for Sequences
    15 years 7 days ago
    SARDNET: A Self-Organizing Feature Map for Sequences
    Download  nn.cs.utexas.edu
    A self-organizing neural network for sequence classification called SARDNET is described and analyzed experimentally. SARDNET extends the Kohonen Feature Map architecture with act...
    Daniel L. James, Risto Miikkulainen
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    59
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    NIPS
    1994
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    Reinforcement Learning Algorithm for Partially Observable Markov Decision Problems
    15 years 7 days ago
    Reinforcement Learning Algorithm for Partially Observable Markov Decision Problems
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    Tommi Jaakkola, Satinder P. Singh, Michael I. Jord...
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    NIPS
    1994
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    Simplifying Neural Nets by Discovering Flat Minima
    15 years 7 days ago
    Simplifying Neural Nets by Discovering Flat Minima
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    Sepp Hochreiter, Jürgen Schmidhuber
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    84
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    NIPS
    1994
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    Recognizing Handwritten Digits Using Mixtures of Linear Models
    15 years 7 days ago
    Recognizing Handwritten Digits Using Mixtures of Linear Models
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    We construct a mixture of locally linear generative models of a collection of pixel-based images of digits, and use them for recognition. Different models of a given digit are use...
    Geoffrey E. Hinton, Michael Revow, Peter Dayan
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    NIPS
    1994
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    Learning Prototype Models for Tangent Distance
    15 years 7 days ago
    Learning Prototype Models for Tangent Distance
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    Trevor Hastie, Patrice Simard
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    NIPS
    1994
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    New Algorithms for 2D and 3D Point Matching: Pose Estimation and Correspondence
    15 years 7 days ago
    New Algorithms for 2D and 3D Point Matching: Pose Estimation and Correspondence
    Download  www.cise.ufl.edu
    Steven Gold, Chien-Ping Lu, Anand Rangarajan, Sugu...
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    NIPS
    1994
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    Computational Structure of coordinate transformations: A generalization study
    15 years 7 days ago
    Computational Structure of coordinate transformations: A generalization study
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    Zoubin Ghahramani, Daniel M. Wolpert, Michael I. J...
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    95
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    NIPS
    1994
    120views Information Technology» more  NIPS 1994»
    Factorial Learning and the EM Algorithm
    15 years 7 days 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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