Alexandru Niculescu-Mizil
Alexandru Niculescu-Mizil
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An empirical comparison of supervised learning algorithms
R Caruana, A Niculescu-Mizil
Proceedings of the 23rd international conference on Machine learning, 161-168, 2006
Model compression
C Buciluǎ, R Caruana, A Niculescu-Mizil
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
Predicting good probabilities with supervised learning
A Niculescu-Mizil, R Caruana
Proceedings of the 22nd international conference on Machine learning, 625-632, 2005
Ensemble selection from libraries of models
R Caruana, A Niculescu-Mizil, G Crew, A Ksikes
ICML, 2004
Topic-link LDA: joint models of topic and author community
Y Liu, A Niculescu-Mizil, W Gryc
proceedings of the 26th annual international conference on machine learning …, 2009
Data mining in metric space: an empirical analysis of supervised learning performance criteria
R Caruana, A Niculescu-Mizil
Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004
Learning graphical model structure using L1-regularization paths
M Schmidt, A Niculescu-Mizil, K Murphy
AAAI 7, 1278-1283, 2007
Regret bounds for sleeping experts and bandits
R Kleinberg, A Niculescu-Mizil, Y Sharma
Machine learning 80 (2), 245-272, 2010
Obtaining Calibrated Probabilities from Boosting.
A Niculescu-Mizil, R Caruana
UAI 5, 413-20, 2005
Getting the most out of ensemble selection
R Caruana, A Munson, A Niculescu-Mizil
Sixth International Conference on Data Mining (ICDM'06), 828-833, 2006
Inductive transfer for Bayesian network structure learning
A Niculescu-Mizil, R Caruana
Artificial intelligence and statistics, 339-346, 2007
PAV and the ROC convex hull
T Fawcett, A Niculescu-Mizil
Machine Learning 68, 97-106, 2007
Spatial-temporal causal modeling for climate change attribution
AC Lozano, H Li, A Niculescu-Mizil, Y Liu, C Perlich, J Hosking, N Abe
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
Developing predictive models using electronic medical records: challenges and pitfalls
C Paxton, A Niculescu-Mizil, S Saria
AMIA Annual Symposium Proceedings 2013, 1109, 2013
Winning the KDD cup orange challenge with ensemble selection
A Niculescu-Mizil, C Perlich, G Swirszcz, V Sindhwani, Y Liu, P Melville, ...
KDD-Cup 2009 competition, 23-34, 2009
A binary classification framework for two-stage multiple kernel learning
A Kumar, A Niculescu-Mizil, K Kavukcuoglu, H Daume III
arXiv preprint arXiv:1206.6428, 2012
Learning temporal causal graphs for relational time-series analysis
Y Liu, A Niculescu-Mizil, AC Lozano, Y Lu
Proceedings of the 27th International Conference on Machine Learning (ICML …, 2010
Modeling and analytics for cyber-physical systems in the age of big data
AB Sharma, F Ivančić, A Niculescu-Mizil, H Chen, G Jiang
ACM SIGMETRICS Performance Evaluation Review 41 (4), 74-77, 2014
Bayesian models for large-scale hierarchical classification
S Gopal, Y Yang, B Bai, A Niculescu-Mizil
Advances in Neural Information Processing Systems 25, 2012
Adaptive Convolutional Neural Knowledge Graph Learning System Leveraging Entity Descriptions
R Min, B Bai, A Niculescu-Mizil, I Durdanovic, HP Graf
US Patent App. 16/168,244, 2019
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