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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

Understanding Probabilistic Sparse Gaussian Process Approximations NIPS 2016
Optimality of Belief Propagation for Crowdsourced Classification ICML 2016
Nonlinear Statistical Learning with Truncated Gaussian Graphical Models ICML 2016
Exponential Family Embeddings NIPS 2016
Edge-exchangeable graphs and sparsity NIPS 2016
Black-Box Alpha Divergence Minimization ICML 2016
Exact Exponent in Optimal Rates for Crowdsourcing ICML 2016
Generative Acoustic-Phonemic-Speaker Model Based on Three-Way Restricted Boltzmann Machine INTERSPEECH 2016
A Probabilistic Collaborative Representation Based Approach for Pattern Classification CVPR 2016
Reintroducing Credal Networks under Epistemic Irrelevance PGM 2016
Deep Gaussian Conditional Random Field Network: A Model-Based Deep Network for Discriminative Denoising CVPR 2016
Tractable Operations for Arithmetic Circuits of Probabilistic Models NIPS 2016
Kronecker Determinantal Point Processes NIPS 2016
Beyond Exchangeability: The Chinese Voting Process NIPS 2016
A Joint Sentiment-Target-Stance Model for Stance Classification in Tweets COLING 2016
Poisson-Gamma dynamical systems NIPS 2016
A Probabilistic Framework for Deep Learning NIPS 2016
Natural-Parameter Networks: A Class of Probabilistic Neural Networks NIPS 2016
PHOG: Probabilistic Model for Code ICML 2016
A Continuous Occlusion Model for Road Scene Understanding CVPR 2016
Bayesian group factor analysis with structured sparsity JMLR 2016
D-GloVe: A Feasible Least Squares Model for Estimating Word Embedding Densities COLING 2016
Probabilistic Prototype Model for Serendipitous Property Mining COLING 2016
Compressing Bayes Net CPTs with Persistent Leaky Causes PGM 2016
Exact Inference on Conditional Linear Γ-Gaussian Bayesian Networks PGM 2016