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    ESANN
    2006
    186views Neural Networks» more  ESANN 2006»
    Bayesian source separation: beyond PCA and ICA
    13 years 11 months ago
    Bayesian source separation: beyond PCA and ICA
    Download  www.dice.ucl.ac.be
    Blind source separation (BSS) has become one of the major signal and image processing area in many applications. Principal component analysis (PCA) and Independent component analys...
    Ali Mohammad-Djafari
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    NIPS
    2004
    145views Information Technology» more  NIPS 2004»
    Log-concavity Results on Gaussian Process Methods for Supervised and Unsupervised Learning
    13 years 11 months ago
    Log-concavity Results on Gaussian Process Methods for Supervised and Unsupervised Learning
    Download  books.nips.cc
    Log-concavity is an important property in the context of optimization, Laplace approximation, and sampling; Bayesian methods based on Gaussian process priors have become quite pop...
    Liam Paninski
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    VMV
    2001
    161views Visualization» more  VMV 2001»
    Regularized Quadrature Filters for Local Frequency Estimation: Application to Multimodal Volume Image Registration
    13 years 11 months ago
    Regularized Quadrature Filters for Local Frequency Estimation: Application to Multimodal Volume Image Registration
    Download  wwwvis.informatik.uni-stuttgart.de
    Multimodal image registration is a fundamental problem in medical image analysis. In this paper, we propose a novel algorithm to compute the local frequency representations of the...
    Jundong Liu
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    NIPS
    2003
    132views Information Technology» more  NIPS 2003»
    Ambiguous Model Learning Made Unambiguous with 1/f Priors
    13 years 11 months ago
    Ambiguous Model Learning Made Unambiguous with 1/f Priors
    Download  books.nips.cc
    What happens to the optimal interpretation of noisy data when there exists more than one equally plausible interpretation of the data? In a Bayesian model-learning framework the a...
    Gurinder S. Atwal, William Bialek
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    NIPS
    2003
    115views Information Technology» more  NIPS 2003»
    From Algorithmic to Subjective Randomness
    13 years 11 months ago
    From Algorithmic to Subjective Randomness
    Download  cocosci.berkeley.edu
    We explore the phenomena of subjective randomness as a case study in understanding how people discover structure embedded in noise. We present a rational account of randomness per...
    Thomas L. Griffiths, Joshua B. Tenenbaum
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