@article{duchi2007using,
  title={Using combinatorial optimization within max-product belief propagation},
  author={Duchi, John and Tarlow, Daniel and Elidan, Gal and Koller, Daphne},
  journal={Advances in neural information processing systems},
  volume={19},
  pages={369},
  year={2007},
  publisher={MIT; 1998}
}

@inproceedings{tarlow2010hop,
  title={HOP-MAP: Efficient message passing with high order potentials},
  author={Tarlow, Daniel and Givoni, Inmar E and Zemel, Richard S},
  booktitle={Proceedings of 13th Conference on Artificial Intelligence and Statistics},
  year={2010}
}

@inproceedings{ross2008unsupervised,
  title={Unsupervised learning of skeletons from motion},
  author={Ross, David and Tarlow, Daniel and Zemel, Richard},
  booktitle={European Conference on Computer Vision},
  pages={560--573},
  year={2008},
  organization={Springer Berlin/Heidelberg}
}

@article{tarlow2008flexible,
  title={Flexible priors for exemplar-based clustering},
  author={Tarlow, Daniel and Zemel, Richard and Frey, Brendan},
  journal={Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence},
  year={2008},
  publisher={AUAI Press Np}
}

@article{ross2010learning,
  title={Learning articulated structure and motion},
  author={Ross, David A and Tarlow, Daniel and Zemel, Richard S},
  journal={International journal of computer vision},
  volume={88},
  number={2},
  pages={214--237},
  year={2010},
  publisher={Springer}
}

@article{ross2007learning,
  title={Learning articulated skeletons from motion},
  author={Ross, David A and Tarlow, Daniel and Zemel, Richard S},
  journal={Proceedings of Workshop on Dynamical Vision at ICCV},
  volume={2007},
  year={2007},
  publisher={Citeseer}
}

@inproceedings{tarlow2011graph,
  title={Graph Cuts is a Max-Product Algorithm},
  author={Tarlow, Daniel and Givoni, Inmar E and Zemel, Richard S and Frey, Brendan J},
  booktitle={Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence},
  year={2011}
}

@inproceedings{tarlow2011dynamic,
  title={Dynamic tree block coordinate ascent},
  author={Tarlow, Daniel and Batra, Dhruv and Kohli, Pushmeet and Kolmogorov, Vladimir},
  booktitle={Proceedings of the International Conference on Machine Learning (ICML)},
  year={2011}
}

@inproceedings{tarlow2012structured,
  title={Structured Output Learning with High Order Loss Functions},
  author={Tarlow, Daniel and Zemel, Richard S},
  booktitle={Proceedings of the 15th Conference on Artificial Intelligence and Statistics},
  year={2012}
}

@inproceedings{tarlow2012randomized,
  title={Randomized optimum models for structured prediction},
  author={Tarlow, Daniel and Adams, Ryan Prescott and Zemel, Richard S},
  booktitle={Proceedings of the 15th Conference on Artificial Intelligence and Statistics},
  pages={21--23},
  year={2012}
}

@article{tarlow2012revisiting,
  title={Revisiting Uncertainty in Graph Cut Solutions},
  author={Tarlow, Daniel and Adams, Ryan Prescott},
  journal={Proceedings of the IEEE Conference on Computer Vision Pattern Recognition (CVPR): June},
  pages={16--21},
  year={2012}
}

@article{tarlowadaptive,
  title={Adaptive Tree CPDs in Max-Product Belief Propagation},
  author={Tarlow, Daniel}
}

@inproceedings{tarlow2012fast,
  title={Fast Exact Inference for Recursive Cardinality Models},
  author={Tarlow, Daniel and Swersky, Kevin and Zemel, Richard S and Adams, Ryan P and Frey, Brendan J},
  booktitle={Proceedings of the 28th Conference on Uncertainty in Artificial Intelligence},
  year={2012}
}

@inproceedings{swersky2012cardinality,
  title={Cardinality Restricted Boltzmann Machines},
  author={Swersky, Kevin and Tarlow, Daniel and Sutskever, Ilya and Salakhutdinov, Ruslan and Zemel, Rich and Adams, Ryan},
  booktitle={Advances in Neural Information Processing Systems 25},
  pages={3302--3310},
  year={2012}
}

@inproceedings{swersky2012probabilistic,
  title={Probabilistic n-Choose-k Models for Classification and Ranking},
  author={Swersky, Kevin and Tarlow, Daniel and Adams, Ryan and Zemel, Rich and Frey, Brendan},
  booktitle={Advances in Neural Information Processing Systems 25},
  pages={3059--3067},
  year={2012}
}

@misc{shih2011online,
  title={Online ranking metric},
  author={Shih, Lawrence Wen-Kai and Sah, Adam and Tarlow, Daniel S and Yang, Beverly and Takahashi, Ryohei and Rohrs, Christopher and others},
  year={2011},
  month=may # "~31",
  note={US Patent 7,953,741}
}

@misc{shih2011generic,
  title={Generic online ranking system and method suitable for syndication},
  author={Shih, Lawrence Wen-Kai and Sah, Adam and Tarlow, Daniel S and Yang, Beverly and Takahashi, Ryohei and Rohrs, Christopher and others},
  year={2011},
  month=jul # "~19",
  note={US Patent 7,984,049}
}

@inproceedings{li2013exploring,
  title={Exploring Compositional High Order Pattern Potentials for Structured Output Learning},
  author={Li, Yujia and Tarlow, Daniel and Zemel, Richard},
  booktitle={Proc. of the 26th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013).},
  year={2013}
}

@inproceedings{tarlow2013stochastic,
  title={Stochastic k-Neighborhood Selection for Supervised and Unsupervised Learning},
  author={Tarlow, Daniel and Swersky, Kevin and Charlin, Laurent Sutskever, Ilya and Zemel, Richard S},
  booktitle={Proceedings of the International Conference on Machine Learning (ICML)},
  year={2013}
}

@inproceedings{mezuman2013tighter,
  title={Tighter Linear Program Relaxations for High Order Graphical Models},
  author={Mezuman*, Elad and Tarlow*, Daniel and Globerson, Amir and Weiss, Yair},
  booktitle={Proc. of the 29th Conference on Uncertainty in Artificial Intelligence (UAI)},
  year={2013}
}

@inproceedings{tarlow2009automatically,
  title={Automatically Calibrating a Probabilistic Graphical Model of Building Energy Consumption},
  author={Tarlow, Daniel and Peterman, Andrew and Schwegler, Benedict and Trigg, Christopher},
  booktitle={The 11th International Building Performance Simulation Association Conference on Building Simulation},
  year={2009}
}