← Keywords

probabilistic modeling

851 papers

Explore in graph

Also known as

PM

Co-occurring keywords

bayesian inference (1904) variational inference (2069) probabilistic model (476) graphical model (863) uncertainty quantification (1365) generative model (2889) bayesian network (378) causal inference (1619) latent variable model (564) probabilistic inference (310)

Papers

Learning a Small Mixture of Trees NIPS 2009
Linearly constrained Bayesian matrix factorization for blind source separation NIPS 2009
Hierarchical Modeling of Local Image Features through $L_p$-Nested Symmetric Distributions NIPS 2009
Structured ranking learning using cumulative distribution networks NIPS 2008
Sparse probabilistic projections NIPS 2008
Learning Bounded Treewidth Bayesian Networks NIPS 2008
Probabilistic detection of short events, with application to critical care monitoring NIPS 2008
Sequential effects: Superstition or rational behavior? NIPS 2008
Multi-Agent Filtering with Infinitely Nested Beliefs NIPS 2008
A Convex Upper Bound on the Log-Partition Function for Binary Distributions NIPS 2008
The Mondrian Process NIPS 2008
Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation and Outlier Detection NIPS 2008
Characterizing response behavior in multisensory perception with conflicting cues NIPS 2008
A mixture model for the evolution of gene expression in non-homogeneous datasets NIPS 2008
A Probabilistic Approach to Language Change NIPS 2007
Agreement-Based Learning NIPS 2007
Relational Dependency Networks JMLR 2007
Bayesian binning beats approximate alternatives: estimating peri-stimulus time histograms NIPS 2007
Exponential Family Predictive Representations of State NIPS 2007
The Noisy-Logical Distribution and its Application to Causal Inference NIPS 2007
A Bayesian LDA-based model for semi-supervised part-of-speech tagging NIPS 2007
A New Probabilistic Approach in Rank Regression with Optimal Bayesian Partitioning JMLR 2007
Efficient Inference for Distributions on Permutations NIPS 2007
Efficient Bayesian Inference for Dynamically Changing Graphs NIPS 2007
Efficient Principled Learning of Thin Junction Trees NIPS 2007