Search Machine Learning Repository:
All publications by Stephen Bach
authors venues years



Paired-Dual Learning for Fast Training of Latent Variable Hinge-Loss MRFs
Stephen Bach, Bert Huang, Jordan Boyd-graber and Lise Getoor
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization
Stephen Bach, Matthias Broecheler, Lise Getoor and Dianne O'leary
Advances in Neural Information Processing Systems 25, 2012


A Bayesian Approach to Concept Drift
Stephen Bach and Mark Maloof
Advances in Neural Information Processing Systems 23, 2010