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Probabilistic Modeling

83 directly classified papers

Papers per year

Papers

Efficient Exact Inference in Planar Ising Models NIPS 2008
Learning Transformational Invariants from Natural Movies NIPS 2008
Fast Variational Inference for Large-scale Internet Diagnosis NIPS 2007
Discovering Weakly-Interacting Factors in a Complex Stochastic Process NIPS 2007
Probabilistic Matrix Factorization NIPS 2007
Bounds for the Loss in Probability of Correct Classification Under Model Based Approximation JMLR 2006
Conditional mean field NIPS 2006
Class-Based Probability Estimation Using a Semantic Hierarchy NAACL 2001