Stephen H. Bach – Sanghani Center for Artificial Intelligence and Data Analytics

Hinge-Loss Markov Random Fields: Convex Inference for Structured Prediction

Stephen H. Bach, Ben London, Lise Getoor
In Proceedings of the Conference on Uncertainty in Artificial Intelligence, (pp ), 07/2013
Citatations: BibTeX

Unifying Local Consistency Relaxations for Scalable Inference with Rounding Guarantees

Stephen H. Bach, Lise Getoor
In Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS), (pp ), 05/2015
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Paired-Dual Learning for Training Hinge-Loss MRFs with Latent Variables

Stephen H. Bach, Jordan Boyd-Graber, Lise Getoor
In Proceedings of the International Conference on Machine Learning, (pp ), 07/2015
Citatations: BibTeX