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Convex envelopes of complexity controlling penalties: the case against premature envelopment.

, , and . AISTATS, volume 15 of JMLR Proceedings, page 399-406. JMLR.org, (2011)

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A Fast and Exact Energy Minimization Algorithm for Cycle MRFs., and . ICML (3), volume 28 of JMLR Workshop and Conference Proceedings, page 190-198. JMLR.org, (2013)A Logic for Approximate Reasoning., and . KR, page 153-164. Morgan Kaufmann, (1992)Representation Dependence in Probabilistic Inference., and . J. Artif. Intell. Res., (2004)Discovering Deformable Motifs in Continuous Time Series Data., , and . IJCAI, page 1465-1471. IJCAI/AAAI, (2011)Efficient Reinforcement Learning in Factored MDPs., and . IJCAI, page 740-747. Morgan Kaufmann, (1999)Learning Factor Graphs in Polynomial Time and Sample Complexity., , and . J. Mach. Learn. Res., (2006)Representation Dependence in Probabilistic Inference, and . CoRR, (2003)First-Order Conditional Logic Revisited, , and . CoRR, (1998)Hierarchically classifying documents using very few words, and . Proceedings of ICML-97, 14th International Conference on Machine Learning, page 170--178. Nashville, US, Morgan Kaufmann Publishers, San Francisco, US, (1997)Asymptotic Conditional Probabilities: The Unary Case., , and . SIAM J. Comput., 25 (1): 1-51 (1996)