conftrace_

graphical model

864 papers

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Also known as

GM

Co-occurring keywords

structure learning (341) causal inference (1630) bayesian network (378) causal discovery (460) probabilistic inference (312) belief propagation (177) approximate inference (253) probabilistic modeling (852) bayesian inference (1907) markov random field (303)

Papers

Adaptive Exact Inference in Graphical Models JMLR 2011
Uniqueness of Belief Propagation on Signed Graphs NIPS 2011
Structure Learning for Optimization NIPS 2011
Query-Aware MCMC NIPS 2011
An Asymptotic Behaviour of the Marginal Likelihood for General Markov Models JMLR 2011
Learning Latent Tree Graphical Models JMLR 2011
Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation NIPS 2011
Spectral Methods for Learning Multivariate Latent Tree Structure NIPS 2011
Faster Algorithms for Max-Product Message-Passing JMLR 2011
Forest Density Estimation JMLR 2011
Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Functions on Graphs JMLR 2011
Neural Reconstruction with Approximate Message Passing (NeuRAMP) NIPS 2011
Learning Higher-Order Graph Structure with Features by Structure Penalty NIPS 2011
Revisiting MAP Estimation, Message Passing and Perfect Graphs AISTATS 2011
On Learning Discrete Graphical Models using Group-Sparse Regularization AISTATS 2011
Inductive reasoning about chimeric creatures NIPS 2011
Semantic Labeling of 3D Point Clouds for Indoor Scenes NIPS 2011
Learning unbelievable probabilities NIPS 2011
Kernel Embeddings of Latent Tree Graphical Models NIPS 2011
On Learning Discrete Graphical Models using Greedy Methods NIPS 2011
Collective Graphical Models NIPS 2011
Convergent Decomposition Solvers for Tree-reweighted Free Energies AISTATS 2011
Probabilistic Joint Image Segmentation and Labeling NIPS 2011
Fast Convergent Algorithms for Expectation Propagation Approximate Bayesian Inference AISTATS 2011
Message-Passing for Approximate MAP Inference with Latent Variables NIPS 2011