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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

Identifying the irreducible disjoint factors of a multivariate probability distribution PGM 2016
Learnability of Non-I.I.D. ACML 2016
Learning Probabilistic Submodular Diversity Models Via Noise Contrastive Estimation AISTATS 2016
Accelerated Generative Models for 3D Point Cloud Data CVPR 2016
Variational Inference in Mixed Probabilistic Submodular Models NIPS 2016
Evidence Evaluation: a Study of Likelihoods and Independence PGM 2016
Probabilistic Approaches to the AXB = YCZ Calibration Problem in Multi-Robot Systems RSS 2016
Better call Saul: Flexible Programming for Learning and Inference in NLP COLING 2016
Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity CVPR 2016
Pairwise Choice Markov Chains NIPS 2016
Modeling topic dependencies in semantically coherent text spans with copulas COLING 2016
Exploring Differential Topic Models for Comparative Summarization of Scientific Papers COLING 2016
Fixed-Length Poisson MRF: Adding Dependencies to the Multinomial NIPS 2015
Harmonic Exponential Families on Manifolds ICML 2015
Reified Context Models ICML 2015
A Probabilistic Model for Dirty Multi-task Feature Selection ICML 2015
Group Membership Prediction ICCV 2015
Higher-Order Inference for Multi-Class Log-Supermodular Models ICCV 2015
Semantically-Aware Aerial Reconstruction From Multi-Modal Data ICCV 2015
A Gaussian Process Latent Variable Model for BRDF Inference ICCV 2015
Vector-Valued Property Elicitation COLT 2015
Unsupervised Learning by Program Synthesis NIPS 2015
Copula variational inference NIPS 2015
Transformation of Markov Random Fields for Marginal Distribution Estimation CVPR 2015
Classifier Adaptation at Prediction Time CVPR 2015