Niculescu-Mizil, Alexandru

17 publications

ICLR 2021 Hopper: Multi-Hop Transformer for Spatiotemporal Reasoning Honglu Zhou, Asim Kadav, Farley Lai, Alexandru Niculescu-Mizil, Martin Renqiang Min, Mubbasir Kapadia, Hans Peter Graf

AISTATS 2017 Label Filters for Large Scale Multilabel Classification Alexandru Niculescu-Mizil, Ehsan Abbasnejad

NeurIPS 2017 On Separability of Loss Functions, and Revisiting Discriminative vs Generative Models Adarsh Prasad, Alexandru Niculescu-Mizil, Pradeep K Ravikumar

WACV 2014 Feature Combination with Multi-Kernel Learning for Fine-Grained Visual Classification Anelia Angelova, Alexandru Niculescu-Mizil

ICML 2012 A Binary Classification Framework for Two-Stage Multiple Kernel Learning Abhishek Kumar, Alexandru Niculescu-Mizil, Koray Kavukcuoglu, Hal Daumé Iii

NeurIPS 2012 Bayesian Models for Large-Scale Hierarchical Classification Siddharth Gopal, Yiming Yang, Bing Bai, Alexandru Niculescu-mizil

ICML 2010 Learning Temporal Causal Graphs for Relational Time-Series Analysis Yan Liu, Alexandru Niculescu-Mizil, Aurélie C. Lozano, Yong Lu

MLJ 2010 Regret Bounds for Sleeping Experts and Bandits Robert Kleinberg, Alexandru Niculescu-Mizil, Yogeshwer Sharma

ICML 2009 Topic-Link LDA: Joint Models of Topic and Author Community Yan Liu, Alexandru Niculescu-Mizil, Wojciech Gryc

COLT 2008 Regret Bounds for Sleeping Experts and Bandits Robert D. Kleinberg, Alexandru Niculescu-Mizil, Yogeshwer Sharma

AISTATS 2007 Inductive Transfer for Bayesian Network Structure Learning Alexandru Niculescu-Mizil, Rich Caruana

AAAI 2007 Learning Graphical Model Structure Using L1-Regularization Paths Mark Schmidt, Alexandru Niculescu-Mizil, Kevin P. Murphy

MLJ 2007 PAV and the ROC Convex Hull Tom Fawcett, Alexandru Niculescu-Mizil

ICML 2006 An Empirical Comparison of Supervised Learning Algorithms Rich Caruana, Alexandru Niculescu-Mizil

UAI 2005 Obtaining Calibrated Probabilities from Boosting Alexandru Niculescu-Mizil, Rich Caruana

ICML 2005 Predicting Good Probabilities with Supervised Learning Alexandru Niculescu-Mizil, Rich Caruana

ICML 2004 Ensemble Selection from Libraries of Models Rich Caruana, Alexandru Niculescu-Mizil, Geoff Crew, Alex Ksikes