@article{fawcett07:pav-rocch,
  author  = {Tom Fawcett and Alexandru Niculescu-Mizil},
  title   = {{PAV} and the {ROC} Convex Hull},
  journal = {Machine Learning},
  volume  = {68},
  number  = {1},
  month   = {July},
  year    = {2007},
  pages   = {97--106},
}

@inproceedings{lozano09:spatial,
 author = {Lozano, Aurelie C. and Li, Hongfei and Niculescu-Mizil, Alexandru and Liu, Yan and Perlich, Claudia and Hosking, Jonathan and Abe, Naoki},
 title = {Spatial-temporal causal modeling for climate change attribution},
 booktitle = {KDD '09: Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining},
 year = {2009},
 isbn = {978-1-60558-495-9},
 pages = {587--596},
 location = {Paris, France},
 doi = {http://doi.acm.org/10.1145/1557019.1557086},
 publisher = {ACM},
 address = {New York, NY, USA},
 }

@inproceedings{liu09:topic,
 author = {Liu, Yan and Niculescu-Mizil, Alexandru and Gryc, Wojciech},
 title = {Topic-link LDA: joint models of topic and author community},
 booktitle = {ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning},
 year = {2009},
 isbn = {978-1-60558-516-1},
 pages = {665--672},
 location = {Montreal, Quebec, Canada},
 doi = {http://doi.acm.org/10.1145/1553374.1553460},
 publisher = {ACM},
 address = {New York, NY, USA},
 }

@inproceedings{niculescu09:mabb,
  author = {Alexandru Niculescu-Mizil},
  title  = {Multi-armed Bandits with Bettin},
  booktitle = {On-line Learning with Limited Feedback},
  year = {2009},
}

@inproceedings{kleinberg08:regret,
  author    = {Robert D. Kleinberg and
               Alexandru Niculescu-Mizil and
               Yogeshwer Sharma},
  title     = {Regret Bounds for Sleeping Experts and Bandits},
  booktitle = {21st Annual Conference on Learning Theory - COLT 2008},
  year      = {2008},
  pages     = {425-436},
}

@inproceedings{skalak07:classifier,
  author    = {David B. Skalak and Alexandru Niculescu-Mizil and Rich Caruana},
  title     = {Classifier Loss under Metric Uncertainty},
  booktitle = {Proceedings of the 18th European Conference on Machine Learning (ECML'07)},
  year      = {2007},
}

@inproceedings{schmidt07:learning,
    author = "Mark Schmidt and Alexandru Niculescu-Mizil and Kevin Murphy",
    title = "Learning Graphical Model Structure using L1-Regularization Paths",
    booktitle = "Proceedings of the 22nd Conference on Artificial Intelligence (AAAI `07)",
    year = "2007"}

@inproceedings{niculescu07:inductive,
    author = "Alexandru Niculescu-Mizil and Rich Caruana",
    title = "Inductive Transfer for Bayesian Network Structure Learning",
    booktitle = "Proceedings of the 11th International Conference on AI and Statistics (AISTATS `07)",
    year = "2007"}

@inproceedings{caruana06:getting,
   author = "Rich Caruana and Art Munson and Alexandru Niculescu-Mizil",
   title = "Getting the Most Out of Ensemble Selection",
   booktitle = "Proceedings of the 6th International Conference on Data Mining (ICDM `06)",
   year = 2006,
   month = "December",
   note = "Full-length version available as Cornell Technical Report 2006-2045."
}

@inproceedings{caruana06:empirical,
  author    = {Rich Caruana and Alexandru Niculescu-Mizil},
  title     = {An Empirical Comparison of Supervised Learning Algorithms},
  booktitle = {Proceedings of the 23rd International Conference on Machine Learning (ICML'06)},
  year      = {2006},
}

@inproceedings{bucila06:compression,
  author    = {Cristi Bucil\u a and Rich Caruana and Alexandru Niculescu-Mizil},
  title     = {Model Compression},
  booktitle = {Proceedings of the 12th International Conference on Knowledge Discovery and Data Mining (KDD'06)},
  year      = {2006},
}

@inproceedings{niculescu05:predicting,
  author    = {Alexandru Niculescu-Mizil and Rich Caruana},
  title     = {Predicting Good Probabilities With Supervised Learning},
  booktitle = {Proceedings of the 22nd International Conference on Machine Learning (ICML'05)},
  year      = {2005},
}

@inproceedings{niculescu05:obtaining,
author = {Alexandru Niculescu-Mizil and Rich Caruana},
title = {Obtaining Calibrated Probabilities from Boosting},
year = 2005,
Booktitle = {Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence (UAI '05)}, 
publisher = {AUAI Press},
}

@inproceedings{caruana04:metrics,
  author    = {Rich Caruana and Alexandru Niculescu-Mizil},
  title     = {Data Mining in Metric Space: An Empirical Analysis of Suppervised Learning Performance Criteria},
  booktitle = {Proceedings of the Tenth International Conference on Knowledge Discovery and Data Mining (KDD'04)},
  year      = {2004},
}

@inproceedings{caruana04:ensemble,
  author    = {Rich Caruana and Alexandru Niculescu-Mizil},
  title     = {Ensemble Selection from Libraries of Models},
  booktitle = {Proceedings of the 21st International Conference on Machine Learning (ICML'04)},
  year      = {2004},
  ISBN      = {1-58113-838-5},
}

@inproceedings{caruana04:roc,
  author    = {Rich Caruana and Alexandru Niculescu-Mizil},
  title     = {An Empirical Evaluation of Supervised Learning for ROC Area},
  booktitle = {First Workshop of ROC Analysis in AI (ROCAI'04)},
  year      = {2004},
}

@techreport{caruana06:gettingFL,
   author = "Rich Caruana and Art Munson and Alexandru Niculescu-Mizil",
   title = "Getting the Most Out of Ensemble Selection",
   year = 2006,
   month = "September",
   number = "2006-2045",
   institution = "Cornell University",
   note = "Full version of paper published at ICDM 2006."
}

@techreport{caruana05:empirical,
  AUTHOR = {Rich Caruana and Alexandru Niculescu-Mizil},
  TITLE = {An Empirical Comparison of Supervised Learning Algorithms Using Different Performance Metrics},
  INSTITUTION = {Cornell University},
  YEAR = {2005},
  NUMBER = {TR2005-1973},
}