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Alexandru Niculescu-Mizil: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Rich Caruana, Art Munson, Alexandru Niculescu-Mizil
    Getting the Most Out of Ensemble Selection. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:828-833 [Conf]
  2. Rich Caruana, Alexandru Niculescu-Mizil
    An empirical comparison of supervised learning algorithms. [Citation Graph (0, 0)][DBLP]
    ICML, 2006, pp:161-168 [Conf]
  3. Rich Caruana, Alexandru Niculescu-Mizil, Geoff Crew, Alex Ksikes
    Ensemble selection from libraries of models. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  4. Alexandru Niculescu-Mizil, Rich Caruana
    Predicting good probabilities with supervised learning. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:625-632 [Conf]
  5. Cristian Bucila, Rich Caruana, Alexandru Niculescu-Mizil
    Model compression. [Citation Graph (0, 0)][DBLP]
    KDD, 2006, pp:535-541 [Conf]
  6. Rich Caruana, Alexandru Niculescu-Mizil
    Data mining in metric space: an empirical analysis of supervised learning performance criteria. [Citation Graph (0, 0)][DBLP]
    KDD, 2004, pp:69-78 [Conf]
  7. Rich Caruana, Alexandru Niculescu-Mizil
    An Empirical Evaluation of Supervised Learning for ROC Area. [Citation Graph (0, 0)][DBLP]
    ROCAI, 2004, pp:1-8 [Conf]
  8. Rich Caruana, Alexandru Niculescu-Mizil
    Data Mining in Metric Space: An Empirical Analysis of Supervised Learning Performance Criteria. [Citation Graph (0, 0)][DBLP]
    ROCAI, 2004, pp:9-18 [Conf]
  9. Mark W. Schmidt, Alexandru Niculescu-Mizil, Kevin P. Murphy
    Learning Graphical Model Structure Using L1-Regularization Paths. [Citation Graph (0, 0)][DBLP]
    AAAI, 2007, pp:1278-1283 [Conf]
  10. David B. Skalak, Alexandru Niculescu-Mizil, Rich Caruana
    Classifier Loss Under Metric Uncertainty. [Citation Graph (0, 0)][DBLP]
    ECML, 2007, pp:310-322 [Conf]
  11. Alexandru Niculescu-Mizil, Rich Caruana
    Obtaining Calibrated Probabilities from Boosting. [Citation Graph (0, 0)][DBLP]
    UAI, 2005, pp:413-0 [Conf]
  12. Tom Fawcett, Alexandru Niculescu-Mizil
    PAV and the ROC convex hull. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2007, v:68, n:1, pp:97-106 [Journal]

  13. Regret Bounds for Sleeping Experts and Bandits. [Citation Graph (, )][DBLP]


  14. Topic-link LDA: joint models of topic and author community. [Citation Graph (, )][DBLP]


  15. Learning Temporal Causal Graphs for Relational Time-Series Analysis. [Citation Graph (, )][DBLP]


  16. Spatial-temporal causal modeling for climate change attribution. [Citation Graph (, )][DBLP]


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