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    NIPS
    2000
    131views Information Technology» more  NIPS 2000»
    Periodic Component Analysis: An Eigenvalue Method for Representing Periodic Structure in Speech
    13 years 11 months ago
    Periodic Component Analysis: An Eigenvalue Method for Representing Periodic Structure in Speech
    Download  www.cs.cmu.edu
    An eigenvalue method is developed for analyzing periodic structure in speech. Signals are analyzed by a matrix diagonalization reminiscent of methods for principal component analy...
    Lawrence K. Saul, Jont B. Allen
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    NIPS
    2000
    127views Information Technology» more  NIPS 2000»
    Using Free Energies to Represent Q-values in a Multiagent Reinforcement Learning Task
    13 years 11 months ago
    Using Free Energies to Represent Q-values in a Multiagent Reinforcement Learning Task
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    The problem of reinforcement learning in large factored Markov decision processes is explored. The Q-value of a state-action pair is approximated by the free energy of a product o...
    Brian Sallans, Geoffrey E. Hinton
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    NIPS
    2000
    113views Information Technology» more  NIPS 2000»
    Occam's Razor
    13 years 11 months ago
    Occam's Razor
    Download  www.gatsby.ucl.ac.uk
    The Bayesian paradigm apparently only sometimes gives rise to Occam's Razor; at other times very large models perform well. We give simple examples of both kinds of behaviour...
    Carl Edward Rasmussen, Zoubin Ghahramani
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    NIPS
    2000
    104views Information Technology» more  NIPS 2000»
    The Use of Classifiers in Sequential Inference
    13 years 11 months ago
    The Use of Classifiers in Sequential Inference
    Download  l2r.cs.uiuc.edu
    We study the problem of combining the outcomes of several different classifiers in a way that provides a coherent inference that satisfies some constraints. In particular, we deve...
    Vasin Punyakanok, Dan Roth
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    NIPS
    2000
    103views Information Technology» more  NIPS 2000»
    Bayes Networks on Ice: Robotic Search for Antarctic Meteorites
    13 years 11 months ago
    Bayes Networks on Ice: Robotic Search for Antarctic Meteorites
    Download  www.cs.cmu.edu
    A Bayes network based classifier for distinguishing terrestrial rocks from meteorites is implemented onboard the Nomad robot. Equipped with a camera, spectrometer and eddy current...
    Liam Pedersen, Dimitrios Apostolopoulos, William W...
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    NIPS
    2000
    210views Information Technology» more  NIPS 2000»
    Learning Switching Linear Models of Human Motion
    13 years 11 months ago
    Learning Switching Linear Models of Human Motion
    Download  www.cc.gatech.edu
    The human figure exhibits complex and rich dynamic behavior that is both nonlinear and time-varying. Effective models of human dynamics can be learned from motion capture data usi...
    Vladimir Pavlovic, James M. Rehg, John MacCormick
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    NIPS
    2000
    202views Information Technology» more  NIPS 2000»
    Learning and Tracking Cyclic Human Motion
    13 years 11 months ago
    Learning and Tracking Cyclic Human Motion
    Download  www.cs.brown.edu
    We present methods for learning and tracking human motion in video. We estimate a statistical model of typical activities from a large set of 3D periodic human motion data by segm...
    Dirk Ormoneit, Hedvig Sidenbladh, Michael J. Black...
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    NIPS
    2000
    83views Information Technology» more  NIPS 2000»
    Interactive Parts Model: An Application to Recognition of On-line Cursive Script
    13 years 11 months ago
    Interactive Parts Model: An Application to Recognition of On-line Cursive Script
    Download  www.physics.brown.edu
    In this work, we introduce an Interactive Parts (IP) model as an alternative to Hidden Markov Models (HMMs). We tested both models on a database of on-line cursive script. We show...
    Predrag Neskovic, Philip C. Davis, Leon N. Cooper
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    NIPS
    2000
    128views Information Technology» more  NIPS 2000»
    Learning Continuous Distributions: Simulations With Field Theoretic Priors
    13 years 11 months ago
    Learning Continuous Distributions: Simulations With Field Theoretic Priors
    Download  www.menem.com
    Learning of a smooth but nonparametric probability density can be regularized using methods of Quantum Field Theory. We implement a field theoretic prior numerically, test its eff...
    Ilya Nemenman, William Bialek
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    NIPS
    2000
    134views Information Technology» more  NIPS 2000»
    Active Inference in Concept Learning
    13 years 11 months ago
    Active Inference in Concept Learning
    Download  www.hcrc.ed.ac.uk
    Jonathan D. Nelson, Javier R. Movellan
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