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All publications by Stephen Gould
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Max-margin Learning for Lower Linear Envelope Potentials in Binary Markov Random Fields
Stephen Gould
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Accelerated dual decomposition for MAP inference
Vladimir Jojic, Stephen Gould and Daphne Koller
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Region-based Segmentation and Object Detection
Stephen Gould, Tianshi Gao and Daphne Koller
Advances in Neural Information Processing Systems 22, 2009


Learning Bounded Treewidth Bayesian Networks
Gal Elidan and Stephen Gould
Advances in Neural Information Processing Systems 21, 2008


Cascaded Classification Models: Combining Models for Holistic Scene Understanding
Geremy Heitz, Stephen Gould, Ashutosh Saxena and Daphne Koller
Advances in Neural Information Processing Systems 21, 2008