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    AAAI
    2011
    205views Intelligent Agents» more  AAAI 2011»
    Recommendation Sets and Choice Queries: There Is No Exploration/Exploitation Tradeoff!
    12 years 4 months ago
    Recommendation Sets and Choice Queries: There Is No Exploration/Exploitation Tradeoff!
    Download  www.cs.toronto.edu
    Utility elicitation is an important component of many applications, such as decision support systems and recommender systems. Such systems query users about their preferences and ...
    Paolo Viappiani, Craig Boutilier
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    INTERSPEECH
    2010
    215views Signal Processing» more  INTERSPEECH 2010»
    Bayesian speaker recognition using Gaussian mixture model and laplace approximation
    12 years 11 months ago
    Bayesian speaker recognition using Gaussian mixture model and laplace approximation
    Download  www.iis.sinica.edu.tw
    This paper presents a Bayesian approach for Gaussian mixture model (GMM)-based speaker identification. Some approaches evaluate the speaker score of a test speech utterance using ...
    Shih-Sian Cheng, I-Fan Chen, Hsin-Min Wang
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    PRL
    2000
    182views more  PRL 2000»
    Bayesian MLP neural networks for image analysis
    13 years 4 months ago
    Bayesian MLP neural networks for image analysis
    Download  www.lce.hut.fi
    We demonstrate the advantages of using Bayesian multi layer perceptron (MLP) neural networks for image analysis. The Bayesian approach provides consistent way to do inference by c...
    Aki Vehtari, Jouko Lampinen
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    INFORMATICALT
    2006
    89views more  INFORMATICALT 2006»
    Investigation of Examples of E-Education Environment for Scientific Collaboration and Distance Graduate Studies, Part 1
    13 years 4 months ago
    Investigation of Examples of E-Education Environment for Scientific Collaboration and Distance Graduate Studies, Part 1
    Download  www.mii.lt
    The objective is to investigate two emerging information technologies in graduate studies and scientific cooperation. Internet is the first technology. The open source is the secon...
    Jonas Mockus
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    BMCBI
    2007
    163views more  BMCBI 2007»
    Use of genomic DNA control features and predicted operon structure in microarray data analysis: ArrayLeaRNA - a Bayesian approac
    13 years 4 months ago
    Use of genomic DNA control features and predicted operon structure in microarray data analysis: ArrayLeaRNA - a Bayesian approac
    Download  www.biomedcentral.com
    Background: Microarrays are widely used for the study of gene expression; however deciding on whether observed differences in expression are significant remains a challenge. Resul...
    Carmen Pin, Mark Reuter
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    CSDA
    2008
    80views more  CSDA 2008»
    Variational Bayesian functional PCA
    13 years 4 months ago
    Variational Bayesian functional PCA
    Download  www.math.uni-bremen.de
    A Bayesian approach to analyze the modes of variation in a set of curves is suggested. It is based on a generative model thus allowing for noisy and sparse observations of curves....
    Angelika van der Linde
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    UAI
    1998
    96views Artificial Intelligence» more  UAI 1998»
    Inferring Informational Goals from Free-Text Queries: A Bayesian Approach
    13 years 5 months ago
    Inferring Informational Goals from Free-Text Queries: A Bayesian Approach
    Download  research.microsoft.com
    People using consumer software applications typically do not use technical jargon when querying an online database of help topics. Rather, they attempt to communicate their goals ...
    David Heckerman, Eric Horvitz
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    NIPS
    2000
    156views Information Technology» more  NIPS 2000»
    Feature Correspondence: A Markov Chain Monte Carlo Approach
    13 years 5 months ago
    Feature Correspondence: A Markov Chain Monte Carlo Approach
    Download  robots.stanford.edu
    When trying to recover 3D structure from a set of images, the most di cult problem is establishing the correspondence between the measurements. Most existing approaches assume tha...
    Frank Dellaert, Steven M. Seitz, Sebastian Thrun, ...
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    ACL
    2007
    80views Computational Linguistics» more  ACL 2007»
    A fully Bayesian approach to unsupervised part-of-speech tagging
    13 years 6 months ago
    A fully Bayesian approach to unsupervised part-of-speech tagging
    Download  cocosci.berkeley.edu
    Unsupervised learning of linguistic structure is a difficult problem. A common approach is to define a generative model and maximize the probability of the hidden structure give...
    Sharon Goldwater, Tom Griffiths
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    WSC
    2007
    176views Modeling And Simulation» more  WSC 2007»
    Simulation and uncertainty modeling of project schedules estimates
    13 years 6 months ago
    Simulation and uncertainty modeling of project schedules estimates
    Download  www.informs-sim.org
    Project management involves various sources of uncertainty that affect planning, execution schedules, and cost. At the same time, the influx of information can be employed to redu...
    Ivan Ourdev, Simaan M. AbouRizk, Mohammed Al-Batai...
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