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probabilistic model

476 papers

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Co-occurring keywords

probabilistic modeling (852) bayesian inference (1907) variational inference (2069) generative model (2892) latent variable model (564) unsupervised learning (3264) uncertainty quantification (1393) topic modeling (461) expectation maximization (255) latent variable (541)

Papers

On the Complexity and Approximation of Binary Evidence in Lifted Inference NIPS 2013
Practical Route Planning Under Delay Uncertainty: Stochastic Shortest Path Queries RSS 2012
Causal Bounds and Observable Constraints for Non-deterministic Models JMLR 2012
Multiresolution Mixture Modeling using Merging of Mixture Components ACML 2012
A Conditional Multinomial Mixture Model for Superset Label Learning NIPS 2012
Symmetric Correspondence Topic Models for Multilingual Text Analysis NIPS 2012
How Prior Probability Influences Decision Making: A Unifying Probabilistic Model NIPS 2012
Learning Label Trees for Probabilistic Modelling of Implicit Feedback NIPS 2012
Multi-Assignment Clustering for Boolean Data JMLR 2012
Learning Temporal Association Rules on Symbolic Time Sequences ACML 2012
Finding Recurrent Patterns from Continuous Sign Language Sentences for Automated Extraction of Signs JMLR 2012
Fast Variational Inference in the Conjugate Exponential Family NIPS 2012
A Stick-Breaking Likelihood for Categorical Data Analysis with Latent Gaussian Models AISTATS 2012
Probabilistic n-Choose-k Models for Classification and Ranking NIPS 2012
How They Vote: Issue-Adjusted Models of Legislative Behavior NIPS 2012
A nonparametric variable clustering model NIPS 2012
Probabilistic Event Cascades for Alzheimer's disease NIPS 2012
Multilabel Classification using Bayesian Compressed Sensing NIPS 2012
Distributed Probabilistic Learning for Camera Networks with Missing Data NIPS 2012
A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling NIPS 2012
Bayesian Probabilistic Co-Subspace Addition NIPS 2012
Label Ranking with Partial Abstention based on Thresholded Probabilistic Models NIPS 2012
Affine Independent Variational Inference NIPS 2012
Probabilistic Low-Rank Subspace Clustering NIPS 2012
Active Learning of Model Evidence Using Bayesian Quadrature NIPS 2012