Publications for Alexandru Niculescu-Mizil

  • On Separability of Loss Functions, and Revisiting Discriminative Vs Generative Models

    NIPS 2017
    1-10, 2017

    Adarsh Prasad, Alexandru Niculescu-Mizil, Pradeep Ravikumar
  • Label Filters for Large Scale Multilabel Classification

    AISTATS 2017
    JMLR: W&CP, Vol:54, 2017

    Alexandru Niculescu-Mizil, Ehsan Abbasnejad
  • Feature Combination with Multi-Kernel Learning for Fine-Grained Visual Classification

    Winter Conference on Applications of Computer Vision
    pp. 241-246, 2014

    Anelia Angelova, Alexandru Niculescu-Mizil
  • Developing Predictive Models Using Electronic Medical Records: Challenges and Pitfalls

    AMIA 2013 Annual Symposium
    pp. 1109-1115, 2013

    Chris Paxton, Alexandru Niculescu-Mizil, Suchi Saria
  • Controlling the Precision-Recall Tradeoff in Differential Dependency Network Analysis

    Seventh International Workshop on Machine Learning in Systems Biology
    pp. 1-5, 2013

    Diane Oyen, Alexandru Niculescu-Mizil, Rachel Ostroff, Alex Stewart
  • Modeling and Analytics for Cyber-Physical Systems in the Age of Big Data

    The Big Data Analytics workshop held in conjunction with SIGMETRICS 2013
    pp. 1-4, 2013

    Abhishek B. Sharma, Franjo Ivancic, Alexandru Niculescu-Mizil, Haifeng Chen, Guofei Jiang
  • Bayesian Logistic Regression for Hierarchical Classification

    Neural Information Processing Systems Conference and Workshop (NIPS 2012)
    Lake Tahoe, NV

    Alexandru Niculescu-Mizil
  • A Binary Classification Framework for Two-Stage Multiple Kernel Learning

    Proceedings of the 29th International Conference on Machine Learning 2012, Edinburgh, Scotland
    June 26 - July 1, 2012 Omnipress; ISBN 978-1-4503-1285-1

    Abhishek Kumar, Alexandru Niculescu-Mizil, Koray Kavukcoglu, Hal Daume
  • Inductive Transfer for Bayesian Network Structure Learning

    JMLR: Workshop and Conference Proceedings: Workshop on Unsupervised and Transfer Learning
    7:1-10, 2011

    Alexandru Niculescu-Mizil, Rich Caruana