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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

Volumetric Bias in Segmentation and Reconstruction: Secrets and Solutions ICCV 2015
On the Accuracy of Self-Normalized Log-Linear Models NIPS 2015
Sampling from Probabilistic Submodular Models NIPS 2015
Sample Efficient Path Integral Control under Uncertainty NIPS 2015
Watch-n-Patch: Unsupervised Understanding of Actions and Relations CVPR 2015
Methods of Moments for Learning Stochastic Languages: Unified Presentation and Empirical Comparison ICML 2014
Preference-Based Rank Elicitation using Statistical Models: The Case of Mallows ICML 2014
New Rules for Domain Independent Lifted MAP Inference NIPS 2014
Low-Rank Spectral Learning AISTATS 2014
Content-based recommendations with Poisson factorization NIPS 2014
Estimating Dependency Structures for non-Gaussian Components with Linear and Energy Correlations AISTATS 2014
Exchangeable Variable Models ICML 2014
Recursive Inversion Models for Permutations NIPS 2014
Unsupervised Transcription of Piano Music NIPS 2014
Inferring Unseen Views of People CVPR 2014
Active Sampling for Subjective Image Quality Assessment CVPR 2014
Asymmetrical Gauss Mixture Models for Point Sets Matching CVPR 2014
Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning ICML 2014
A Mixture of Manhattan Frames: Beyond the Manhattan World CVPR 2014
A Bayesian Framework For the Local Configuration of Retinal Junctions CVPR 2014
Expectation-Maximization for Learning Determinantal Point Processes NIPS 2014
Decomposing Parameter Estimation Problems NIPS 2014
Extended and Unscented Gaussian Processes NIPS 2014
Optimal Decisions from Probabilistic Models: The Intersection-over-Union Case CVPR 2014
Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing NIPS 2014