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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