← 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 the Structure of Sum-Product Networks ICML 2013
A Unified Probabilistic Approach Modeling Relationships between Attributes and Objects ICCV 2013
Learning and using language via recursive pragmatic reasoning about other agents NIPS 2013
Learning Efficient Random Maximum A-Posteriori Predictors with Non-Decomposable Loss Functions NIPS 2013
Learning Feature Selection Dependencies in Multi-task Learning NIPS 2013
Robust Low Rank Kernel Embeddings of Multivariate Distributions NIPS 2013
Quilting Stochastic Kronecker Product Graphs to Generate Multiplicative Attribute Graphs AISTATS 2012
Variational Inference for Crowdsourcing NIPS 2012
Learning with Target Prior NIPS 2012
Bayesian Hierarchical Reinforcement Learning NIPS 2012
How Prior Probability Influences Decision Making: A Unifying Probabilistic Model NIPS 2012
Fast Variational Inference in the Conjugate Exponential Family NIPS 2012
Recognizing Activities by Attribute Dynamics NIPS 2012
Label Ranking with Partial Abstention based on Thresholded Probabilistic Models NIPS 2012
Priors for Diversity in Generative Latent Variable Models NIPS 2012
Probabilistic Low-Rank Subspace Clustering NIPS 2012
Fully Bayesian inference for neural models with negative-binomial spiking NIPS 2012
A Conditional Multinomial Mixture Model for Superset Label Learning NIPS 2012
Probabilistic n-Choose-k Models for Classification and Ranking NIPS 2012
Random Utility Theory for Social Choice NIPS 2012
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints NIPS 2012
Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics JMLR 2012
Jstacs: A Java Framework for Statistical Analysis and Classification of Biological Sequences JMLR 2012
Bayesian Probabilistic Co-Subspace Addition NIPS 2012
Topology Constraints in Graphical Models NIPS 2012