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    UAI
    1997
    107views Artificial Intelligence» more  UAI 1997»
    Lexical Access for Speech Understanding using Minimum Message Length Encoding
    13 years 5 months ago
    Lexical Access for Speech Understanding using Minimum Message Length Encoding
    Download  www.csse.monash.edu.au
    The Lexical Access Problem consists of determining the intended sequence of words corresponding to an input sequence of phonemes (basic speech sounds) that come from a low-level p...
    Ian E. Thomas, Ingrid Zukerman, Jonathan J. Oliver...
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    UAI
    1997
    133views Artificial Intelligence» more  UAI 1997»
    Score and Information for Recursive Exponential Models with Incomplete Data
    13 years 5 months ago
    Score and Information for Recursive Exponential Models with Incomplete Data
    Download  research.microsoft.com
    Recursive graphical models usually underlie the statistical modelling concerning probabilistic expert systems based on Bayesian networks. This paper de nes a version of these mode...
    Bo Thiesson
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    UAI
    1997
    99views Artificial Intelligence» more  UAI 1997»
    Learning Bayesian Networks from Incomplete Databases
    13 years 5 months ago
    Learning Bayesian Networks from Incomplete Databases
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    Marco Ramoni, Paola Sebastiani
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    UAI
    1997
    113views Artificial Intelligence» more  UAI 1997»
    Structure and Parameter Learning for Causal Independence and Causal Interaction Models
    13 years 5 months ago
    Structure and Parameter Learning for Causal Independence and Causal Interaction Models
    Download  research.microsoft.com
    We begin by discussing causal independence models and generalize these models to causal interaction models. Causal interaction models are models that have independent mechanisms w...
    Christopher Meek, David Heckerman
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    UAI
    1997
    129views Artificial Intelligence» more  UAI 1997»
    Nonuniform Dynamic Discretization in Hybrid Networks
    13 years 5 months ago
    Nonuniform Dynamic Discretization in Hybrid Networks
    Download  ai.stanford.edu
    We consider probabilistic inference in general hybrid networks, which include continuous and discrete variables in an arbitrary topology. We reexamine the question of variable dis...
    Alexander V. Kozlov, Daphne Koller
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    UAI
    1997
    114views Artificial Intelligence» more  UAI 1997»
    Time-Critical Action: Representations and Application
    13 years 5 months ago
    Time-Critical Action: Representations and Application
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    We review the problem of time-critical action and discuss a reformulation that shifts knowledge acquisition from the assessment of complex temporal probabilistic dependencies to t...
    Eric Horvitz, Adam Seiver
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    UAI
    1997
    135views Artificial Intelligence» more  UAI 1997»
    Perception, Attention, and Resources: A Decision-Theoretic Approach to Graphics Rendering
    13 years 5 months ago
    Perception, Attention, and Resources: A Decision-Theoretic Approach to Graphics Rendering
    Download  ftp.research.microsoft.com
    We describe work to control graphics rendering under limited computational resources by taking a decision-theoretic perspective on perceptual costs and computational savings of ap...
    Eric Horvitz, Jed Lengyel
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    UAI
    1997
    198views Artificial Intelligence» more  UAI 1997»
    Object-Oriented Bayesian Networks
    13 years 5 months ago
    Object-Oriented Bayesian Networks
    Download  ai.stanford.edu
    Bayesian networks provide a modeling language and associated inference algorithm for stochastic domains. They have been successfully applied in a variety of medium-scale applicati...
    Daphne Koller, Avi Pfeffer
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    UAI
    1997
    93views Artificial Intelligence» more  UAI 1997»
    An Information-Theoretic Analysis of Hard and Soft Assignment Methods for Clustering
    13 years 5 months ago
    An Information-Theoretic Analysis of Hard and Soft Assignment Methods for Clustering
    Download  www.cis.upenn.edu
    Michael J. Kearns, Yishay Mansour, Andrew Y. Ng
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    UAI
    1997
    99views Artificial Intelligence» more  UAI 1997»
    Learning Belief Networks in Domains with Recursively Embedded Pseudo Independent Submodels
    13 years 5 months ago
    Learning Belief Networks in Domains with Recursively Embedded Pseudo Independent Submodels
    Download  www.cis.uoguelph.ca
    Jun Hu, Yang Xiang
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