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@inproceedings{DBLP:conf/aistats/AlmondHMS99,
  author       = {Russell G. Almond and
                  Edward Herskovits and
                  Robert J. Mislevy and
                  Linda Stienberg},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Transfer of information between system and evidence models},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/almond.htm},
  timestamp    = {Tue, 19 Jun 2018 18:30:12 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/AlmondHMS99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/Attias99,
  author       = {Hagai Attias},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Hierarchical {IFA} Belief Networks},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/attias.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/Attias99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/Brand99,
  author       = {Matthew Brand},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Pattern discovery via entropy minimization},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/brand.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/Brand99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/ChienG99,
  author       = {Yung{-}Hsin Chien and
                  Edward I. George},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {A bayesian model for collaborative filtering},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/chien.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/ChienG99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/Cowell99,
  author       = {Robert G. Cowell},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Parameter learning from incomplete data for Bayesian networks},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/Cowell99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/Cox99,
  author       = {Louis Anthony Cox Jr.},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Causal Mechanisms and Classification Trees for Predicting Chemical
                  Carcinogens},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/predchem.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/Cox99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/DawidS99,
  author       = {A. Philip Dawid and
                  Milan Studen{\'{y}}},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Conditional products: An alternative approach to conditional independence},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/dawstud.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/DawidS99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/Domingos99,
  author       = {Pedro M. Domingos},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Process-oriented evaluation: The next step},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/proceval.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/Domingos99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/FreyF99,
  author       = {Lewis J. Frey and
                  Douglas H. Fisher},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Modeling decision tree performance with the power law},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/frey.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/FreyF99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/FriedmanG99,
  author       = {Nir Friedman and
                  Lise Getoor},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Efficient learning using constrained sufficient statistics},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/getoor.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/FriedmanG99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/FriedmanGW99,
  author       = {Nir Friedman and
                  Mois{\'{e}}s Goldszmidt and
                  Abraham J. Wyner},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {On the application of the bootstrap for computing confidence measures
                  on features of induced Bayesian networks},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/nfriedma.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/FriedmanGW99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/GeeterDSBB99,
  author       = {Jan De Geeter and
                  Marc Decr{\'{e}}ton and
                  Joris De Schutter and
                  Herman Bruyninckx and
                  Hendrik Van Brussel},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Geometric modeling of a nuclear environment},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/degeeter.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/GeeterDSBB99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/GeigerHKM99,
  author       = {Dan Geiger and
                  David Heckerman and
                  Henry King and
                  Christopher Meek},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {On the geometry of {DAG} models with hidden variables},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/geiger.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/GeigerHKM99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/GhoshG99,
  author       = {Sujit Kumar Ghosh and
                  Alan E. Gelfand},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Model choice: {A} minimum posterior predictive loss approach},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/modelcho.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/GhoshG99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/GolinelliMC99,
  author       = {Daniela Golinelli and
                  David Madigan and
                  Guido Consonni},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Relaxing the local independence assumption for quantitative learning
                  in acyclic directed graphical models through hierarchical partition
                  models},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/golinell.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/GolinelliMC99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/HaftHT99,
  author       = {Michael Haft and
                  Reimar Hofmann and
                  Volker Tresp},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Mean field inference in a general probabilistic setting},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/haft.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/HaftHT99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/HumphreysT99,
  author       = {Keith Humphreys and
                  D. M. Titterington},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {The exploration of new methods for learning in binary Boltzmann machines},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/binabolt.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/HumphreysT99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/JaakkolaH99,
  author       = {Tommi S. Jaakkola and
                  David Haussler},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Probabilistic kernel regression models},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/jaakkola.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/JaakkolaH99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/Jensen99,
  author       = {David D. Jensen},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Statistical challenges to inductive inference in linked data},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  timestamp    = {Mon, 22 Aug 2016 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/Jensen99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/JiangT99,
  author       = {Wenxin Jiang and
                  Martin A. Tanner},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Hierarchical mixtures-of-experts for generalized linear models: some
                  results on denseness and consistency},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/himixexp.htm},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/JiangT99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/JorgensenH99,
  author       = {Murray A. Jorgensen and
                  Lynette A. Hunt},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Mixture model clustering with the multimix program},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/jorgense.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/JorgensenH99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/KaskD99,
  author       = {Kalev Kask and
                  Rina Dechter},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Stochastic local search for Bayesian network},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/KaskD99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/KeoghP99,
  author       = {Eamonn J. Keogh and
                  Michael J. Pazzani},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Learning augmented Bayesian classifiers: {A} comparison of distribution-based
                  and classification-based approaches},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/keogh.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/KeoghP99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/KontkanenMST99,
  author       = {Petri Kontkanen and
                  Petri Myllym{\"{a}}ki and
                  Tomi Silander and
                  Henry Tirri},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Exploring the robustness of Bayesian and information-theoretic methods
                  for predictive inference},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/KontkanenMST99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/KreutzRSWS99,
  author       = {Martin Kreutz and
                  Anja M. Reimetz and
                  Bernhard Sendhoff and
                  Claus Weihs and
                  Werner von Seelen},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Structure optimization of density estimation models applied to regression
                  problems with dynamic noise},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/optidens.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/KreutzRSWS99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/Larkin99,
  author       = {Michael Larkin},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {A learning rule based method of feature extraction with application
                  to acoustic signal classification},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/Larkin99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/Laskey99,
  author       = {Kathryn Blackmond Laskey},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Learning extensible multi-entity directed graphical models},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/laskey.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/Laskey99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/Madigan99,
  author       = {David Madigan},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Bayesian graphical models, intention-to-treat, and the rubin causal
                  Model},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/madigan.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/Madigan99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/MontiC99,
  author       = {Stefano Monti and
                  Gregory F. Cooper},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {A latent variable model for multivariate discretization},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/cbdiscre.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/MontiC99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/OatesSCD99,
  author       = {Tim Oates and
                  Matthew D. Schmill and
                  Paul R. Cohen and
                  Casey Durfee},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Efficient mining of statistical dependencies},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/oates.htm},
  timestamp    = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/OatesSCD99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/PearlM99,
  author       = {Judea Pearl and
                  Peyman Meshkat},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Testing regression models with fewer regressors},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/pearl.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/PearlM99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/RamoniS99,
  author       = {Marco Ramoni and
                  Paola Sebastiani},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Learning conditional probabilities from incomplete databases - An
                  experimental comparison},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/ramoni.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/RamoniS99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/RichardsonBB99,
  author       = {Thomas Richardson and
                  Heiko Bailer and
                  Moulinath Banarjees},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Tractable structure search in the presence of latent variables},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/banerjee.htm},
  timestamp    = {Tue, 24 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/RichardsonBB99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/RidaLP99,
  author       = {Ahmed Rida and
                  Abderrahim Labbi and
                  Christian Pellegrini},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Local experts combination through density decomposition},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/rida.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/RidaLP99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/RidgewayMR99,
  author       = {Greg Ridgeway and
                  David Madigan and
                  Thomas Richardson},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Boosting methodology for regression problems},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/boostmet.htm},
  timestamp    = {Tue, 24 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/RidgewayMR99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/RodderX99,
  author       = {Wilhelm R{\"{o}}dder and
                  Longgui Xu},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Entropy-driven inference and inconsistency},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/roedder.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/RodderX99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/SchmillOC99,
  author       = {Matthew D. Schmill and
                  Tim Oates and
                  Paul R. Cohen},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Learned models for continuous planning},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/schmill.htm},
  timestamp    = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/SchmillOC99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/SchubertL99,
  author       = {Peter J. Schubert and
                  Daniel H. Loughlin},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Efficient optimization of large k real-time control algorithm},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/optkalgo.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/SchubertL99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/SebastianiR99,
  author       = {Paola Sebastiani and
                  Marco Ramoni},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Model folding for data subject to nonresponse},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/sebastia.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/SebastianiR99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/SettimiS99,
  author       = {Raffaella Settimi and
                  Jim Q. Smith},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Geometry, moments and Bayesian networks with hidden variables},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/settimi.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/SettimiS99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/Smyth99,
  author       = {Padhraic Smyth},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Joint probabilistic clustering of multivariate and sequential data},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/Smyth99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/SpirtesC99,
  author       = {Peter Spirtes and
                  Gregory F. Cooper},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {An experiment in causal discovery using a pneumona database},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/spirtes.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/SpirtesC99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/StanghelliniW99,
  author       = {Elena Stanghellini and
                  Joe Whittaker},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Analysis of multivariate time series via a hidden graphical model},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/stanghel.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/StanghelliniW99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/ViswanathanW99,
  author       = {Murlikrishna Viswanathan and
                  Chris S. Wallace},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {A note on the comparison of polynomial selection methods},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/comppoly.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/ViswanathanW99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/Vogler99,
  author       = {Axel Vogler},
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Visual design support for probabilistic network application},
  booktitle    = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/probnetap.htm},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/Vogler99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/aistats/1999,
  editor       = {David Heckerman and
                  Joe Whittaker},
  title        = {Proceedings of the Seventh International Workshop on Artificial Intelligence
                  and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
                  3-6, 1999},
  publisher    = {Society for Artificial Intelligence and Statistics},
  year         = {1999},
  url          = {http://uncertainty99.microsoft.com/proceedings.htm},
  timestamp    = {Tue, 19 Jun 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/1999.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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