← Keywords

bayesian inference

1904 papers

Explore in graph

Also known as

MCMC MBR BI BVMM MAP

Co-occurring keywords

variational inference (2069) markov chain monte carlo (724) gaussian process (1198) probabilistic modeling (851) uncertainty quantification (1365) posterior distribution (259) bayesian learning (185) gibbs sampling (201) graphical model (863) probabilistic model (476)

Papers

Model-based Bayesian inference of neural activity and connectivity from all-optical interrogation of a neural circuit NIPS 2017
Multiple Output Regression with Latent Noise JMLR 2016
Bayes-Optimal Effort Allocation in Crowdsourcing: Bounds and Index Policies AISTATS 2016
Gaussian Processes for Survival Analysis NIPS 2016
A Pseudo-Bayesian Algorithm for Robust PCA NIPS 2016
Bayesian Intermittent Demand Forecasting for Large Inventories NIPS 2016
The Nonparametric Kernel Bayes Smoother AISTATS 2016
Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo AISTATS 2016
Variational Gaussian Copula Inference AISTATS 2016
Stochastic Gradient Richardson-Romberg Markov Chain Monte Carlo NIPS 2016
Bayesian latent structure discovery from multi-neuron recordings NIPS 2016
A Bounded p-norm Approximation of Max-Convolution for Sub-Quadratic Bayesian Inference on Additive Factors JMLR 2016
Causal Inference through a Witness Protection Program JMLR 2016
A Probabilistic Framework for Color-Based Point Set Registration CVPR 2016
Learning to Select Pre-Trained Deep Representations With Bayesian Evidence Framework CVPR 2016
Conditional Graphical Lasso for Multi-Label Image Classification CVPR 2016
Globally Sparse Probabilistic PCA AISTATS 2016
Provable Bayesian Inference via Particle Mirror Descent AISTATS 2016
Robust Sound Event Detection in Continuous Audio Environments INTERSPEECH 2016
Multi-view Anomaly Detection via Robust Probabilistic Latent Variable Models NIPS 2016
Data-driven learning of symbolic constraints for a log-linear model in a phonological setting COLING 2016
ForecastICU: A Prognostic Decision Support System for Timely Prediction of Intensive Care Unit Admission ICML 2016
Stochastic Gradient Geodesic MCMC Methods NIPS 2016
Eliciting Categorical Data for Optimal Aggregation NIPS 2016
A Probabilistic Model of Social Decision Making based on Reward Maximization NIPS 2016