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All publications by Daniel Lowd
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On Robustness and Regularization of Structural Support Vector Machines
Mohamad A. Torkamani and Daniel Lowd
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Learning Sum-Product Networks with Direct and Indirect Variable Interactions
Amirmohammad Rooshenas and Daniel Lowd
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Convex Adversarial Collective Classification
Mohamadali Torkamani and Daniel Lowd
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Approximate Inference by Compilation to Arithmetic Circuits
Daniel Lowd and Pedro Domingos
Advances in Neural Information Processing Systems 23, 2010


Naive Bayes models for probability estimation
Daniel Lowd and Pedro Domingos
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005