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yaroslavvb generative-discriminative [13 articles]

Recent papers added to yaroslavvb library classified by the tag generative-discriminative. You can also see everyone's generative-discriminative.
  • notes Discriminative vs informative learning
    by Rubinstein, Hastie
    posted to generative-discriminative by yaroslavvb on 2006-05-09 23:12:22 as ** along with 1 person davidr
  • notes On Discriminative Bayesian Network Classifiers and Logistic Regression
    Machine Learning, Vol. 59, No. 3. (June 2005), pp. 267-296.
    by Teemu Roos, Hannes Wettig, Peter Grunwald, Petri Myllymaki, Henry Tirri
    posted to bayesnet generative-discriminative by yaroslavvb on 2006-04-29 22:03:14 as **
  • notes Conditional Maximum Likelihood Estimation of Naive Bayes Probability Models Using Rational Function Growth Transform
    (2004)
    by Ciprian Chelba, A Acero
    posted to generative-discriminative by yaroslavvb on 2006-04-01 23:53:18 as **
  • notes Investigating Loss Functions and Optimization Methods for Discriminative Learning of Label Sequences
    by Yasemin Altun, Mark Johnson, Thomas Hofmann
    posted to crf generative-discriminative by yaroslavvb on 2006-04-01 20:36:18 as **
  • notes SVM's, score-spaces and maximum margin statistical models
    (2005)
    by Gales, Layton
    posted to generative-discriminative svm exponential-families by yaroslavvb on 2006-03-29 20:13:52 as **
  • A Generative-Discriminative Hybrid for Sequential Data Classification
    posted to generative-discriminative by yaroslavvb on 2005-12-08 00:35:31 as **
  • GENERATIVE AND DISCRIMINATIVE CLASSIFIERS: NAIVE BAYES AND LOGISTIC REGRESSION
    by Mitchell
    posted to generative-discriminative by yaroslavvb on 2005-11-21 03:54:35 as **
  • On Discriminative vs. Generative Classifiers: A comparison of logistic regression and naive Bayes
    (2002), pp. 841-848.
    by AY Ng, MI Jordan
    edited by TG Dietterich, S Becker, Z Ghahramani
    posted to generative-discriminative pw by yaroslavvb on 2005-10-26 20:01:06 as **
  • Discriminative training via linear programming
    Acoustics, Speech, and Signal Processing, 1999. ICASSP '99. Proceedings., 1999 IEEE International Conference on, Vol. 2 (1999), pp. 561-564 vol.2.
    by KA Papineni
    posted to generative-discriminative optimization by yaroslavvb on 2005-10-20 18:21:24 as **
  • notes Machine Learning : Discriminative and Generative (The Kluwer International Series in Engineering and Computer Science)
    (31 December 2003)
    by Tony Jebara
    posted to book generative-discriminative svm by yaroslavvb on 2005-03-21 04:55:48 as **
  • notes When Discriminative Learning of Bayesian Network Parameters Is Easy
    IJCAI 2003 (2003)
    by Wettig, Grunwald, Roos
    posted to bayesnet generative-discriminative by yaroslavvb on 2005-03-05 01:35:30 as **
  • Learning Bayesian network classifiers by maximizing conditional likelihood
    (2004)
    by Daniel Grossman, Pedro Domingos
    posted to bayesnet generative-discriminative by yaroslavvb on 2005-03-05 01:25:47 as ** along with 2 people JoSeK davidr
  • Structural extension to logistic regression: discriminative parameter learning of belief net classifiers
    (2002), pp. 167-173.
    by Russell Greiner, Wei Zhou
    posted to bayesnet generative-discriminative naivebayes by yaroslavvb on 2005-03-05 01:03:54 as ** along with 1 person and 1 group irenas dbk-lab
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