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probabilistic modeling

851 papers

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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

Probabilistic Belief Revision with Structural Constraints NIPS 2010
A New Probabilistic Model for Rank Aggregation NIPS 2010
Learning Efficient Markov Networks NIPS 2010
Structured Determinantal Point Processes NIPS 2010
A Bayesian Approach to Concept Drift NIPS 2010
The Neural Costs of Optimal Control NIPS 2010
Unsupervised Aggregation for Classification Problems with Large Numbers of Categories AISTATS 2010
The Multidimensional Wisdom of Crowds NIPS 2010
Computing Marginal Distributions over Continuous Markov Networks for Statistical Relational Learning NIPS 2010
Shadow Dirichlet for Restricted Probability Modeling NIPS 2010
Linear readout from a neural population with partial correlation data NIPS 2010
Modelling Relational Data using Bayesian Clustered Tensor Factorization NIPS 2009
Individuation, Identification and Object Discovery NIPS 2009
Riffled Independence for Ranked Data NIPS 2009
Dirichlet-Bernoulli Alignment: A Generative Model for Multi-Class Multi-Label Multi-Instance Corpora NIPS 2009
An LP View of the M-best MAP problem NIPS 2009
STDP enables spiking neurons to detect hidden causes of their inputs NIPS 2009
Highly scalable appearance-only SLAM - FAB-MAP 2.0 RSS 2009
Probabilistic Relational PCA NIPS 2009
Python Environment for Bayesian Learning: Inferring the Structure of Bayesian Networks from Knowledge and Data JMLR 2009
Whose Vote Should Count More: Optimal Integration of Labels from Labelers of Unknown Expertise NIPS 2009
Bayesian Belief Polarization NIPS 2009
Learning with Compressible Priors NIPS 2009
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies NIPS 2009
Toward Provably Correct Feature Selection in Arbitrary Domains NIPS 2009