← 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

Scalable approximate Bayesian inference for particle tracking data ICML 2018
Introspective Classification with Convolutional Nets NIPS 2017
Nonlinear Maximum Margin Multi-View Learning with Adaptive Kernel IJCAI 2017
A Trust-based Mixture of Gaussian Processes Model for Reliable Regression in Participatory Sensing IJCAI 2017
Nonparametric Online Machine Learning with Kernels IJCAI 2017
Learning Scalable Deep Kernels with Recurrent Structure JMLR 2017
Online Bayesian Passive-Aggressive Learning JMLR 2017
On Markov chain Monte Carlo methods for tall data JMLR 2017
A Probabilistic Generative Grammar for Semantic Parsing CONLL 2017
Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery INTERSPEECH 2017
Speech Enhancement Using Bayesian Wavenet INTERSPEECH 2017
Bayesian inference on random simple graphs with power law degree distributions ICML 2017
Stochastic Gradient MCMC Methods for Hidden Markov Models ICML 2017
Stochastic Bouncy Particle Sampler ICML 2017
Magnetic Hamiltonian Monte Carlo ICML 2017
Fast Bayesian Intensity Estimation for the Permanental Process ICML 2017
Leveraging Node Attributes for Incomplete Relational Data ICML 2017
Modelling Representation Noise in Emotion Analysis using Gaussian Processes IJCNLP 2017
Semi-supervised Max-margin Topic Model with Manifold Posterior Regularization IJCAI 2017
Compressed Nonparametric Language Modelling IJCAI 2017
Student-t Process Regression with Student-t Likelihood IJCAI 2017
Robust Asymmetric Bayesian Adaptive Matrix Factorization IJCAI 2017
Bayesian Supervised Hashing CVPR 2017
Most Probable Explanations for Probabilistic Database Queries IJCAI 2017
Diachrony-aware Induction of Binary Latent Representations from Typological Features IJCNLP 2017