conftrace_
← Optimization & Theory
Machine Learning › Optimization & Theory ›

Bayesian Inference

5,566 papers

Papers per year

11
100
176
522
279
'05
'10
'15
'20
'25

Papers

Structure Discovery in Bayesian Networks by Sampling Partial Orders JMLR 2016
Probabilistic Low-Rank Matrix Completion from Quantized Measurements JMLR 2016
Bayesian Policy Gradient and Actor-Critic Algorithms JMLR 2016
An Information-Theoretic Analysis of Thompson Sampling JMLR 2016
Compressed Gaussian Process for Manifold Regression JMLR 2016
Latent Space Inference of Internet-Scale Networks JMLR 2016
Structure Learning in Bayesian Networks of a Moderate Size by Efficient Sampling JMLR 2016
Bayesian Leave-One-Out Cross-Validation Approximations for Gaussian Latent Variable Models JMLR 2016
Minimax Adaptive Estimation of Nonparametric Hidden Markov Models JMLR 2016
Multiple Output Regression with Latent Noise JMLR 2016
Bootstrap-Based Regularization for Low-Rank Matrix Estimation JMLR 2016
Bayesian Optimization for Likelihood-Free Inference of Simulator-Based Statistical Models JMLR 2016
String and Membrane Gaussian Processes JMLR 2016
Cross-Corpora Unsupervised Learning of Trajectories in Autism Spectrum Disorders JMLR 2016
CrossCat: A Fully Bayesian Nonparametric Method for Analyzing Heterogeneous, High Dimensional Data JMLR 2016
Exploration of the (Non-)Asymptotic Bias and Variance of Stochastic Gradient Langevin Dynamics JMLR 2016
A General Framework for Constrained Bayesian Optimization using Information-based Search JMLR 2016
Augmentable Gamma Belief Networks JMLR 2016
Semiparametric Mean Field Variational Bayes: General Principles and Numerical Issues JMLR 2016
Electronic Health Record Analysis via Deep Poisson Factor Models JMLR 2016
A Variational Approach to Path Estimation and Parameter Inference of Hidden Diffusion Processes JMLR 2016
Online Trans-dimensional von Mises-Fisher Mixture Models for User Profiles JMLR 2016
Bayesian Graphical Models for Multivariate Functional Data JMLR 2016
Bayesian Decision Process for Cost-Efficient Dynamic Ranking via Crowdsourcing JMLR 2016
On Bayes Risk Lower Bounds JMLR 2016