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All publications by Alexandru Niculescu-mizil
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Bayesian models for Large-scale Hierarchical Classification
Siddharth Gopal, Yiming Yang, Bing Bai and Alexandru Niculescu-mizil
Advances in Neural Information Processing Systems 25, 2012


A Binary Classification Framework for Two-Stage Multiple Kernel Learning
Abhishek Kumar, Alexandru Niculescu-mizil, Koray Kavukcuoglu and Hal Daume
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Learning Temporal Causal Graphs for Relational Time-Series Analysis
Yan Liu, Alexandru Niculescu-mizil, Aurelie C. Lozano and Yong Lu
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Topic-link LDA: joint models of topic and Author community
Yan Liu, Alexandru Niculescu-mizil and Wojciech Gryc
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Inductive Transfer for Bayesian Network Structure Learning
Alexandru Niculescu-mizil and Rich Caruana
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007


An empirical comparison of supervised learning algorithms
Rich Caruana and Alexandru Niculescu-mizil
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Predicting good probabilities with supervised learning
Alexandru Niculescu-mizil and Rich Caruana
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Ensemble selection from libraries of models
Rich Caruana, Alexandru Niculescu-mizil, Geoff Crew and Alex Ksikes
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004