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

Max-Margin Majority Voting for Learning from Crowds NIPS 2015
Bayesian Active Model Selection with an Application to Automated Audiometry NIPS 2015
Bounding the Cost of Search-Based Lifted Inference NIPS 2015
Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning NIPS 2015
Copula variational inference NIPS 2015
Variational Consensus Monte Carlo NIPS 2015
Softstar: Heuristic-Guided Probabilistic Inference NIPS 2015
Stochastic Expectation Propagation NIPS 2015
Fast Second Order Stochastic Backpropagation for Variational Inference NIPS 2015
Cross-Domain Matching for Bag-of-Words Data via Kernel Embeddings of Latent Distributions NIPS 2015
Streaming Variational Inference for Dirichlet Process Mixtures ACML 2015
Expectation Propagation for Rectified Linear Poisson Regression ACML 2015
Nonparametric Bayesian Factor Analysis for Dynamic Count Matrices AISTATS 2015
Exact Bayesian Learning of Ancestor Relations in Bayesian Networks AISTATS 2015
A Sufficient Statistics Construction of Exponential Family Lévy Measure Densities for Nonparametric Conjugate Models AISTATS 2015
Learning Deep Sigmoid Belief Networks with Data Augmentation AISTATS 2015
The Bayesian Echo Chamber: Modeling Social Influence via Linguistic Accommodation AISTATS 2015
Scalable Variational Gaussian Process Classification AISTATS 2015
Stochastic Structured Variational Inference AISTATS 2015
Reliable and Scalable Variational Inference for the Hierarchical Dirichlet Process AISTATS 2015
Consensus Message Passing for Layered Graphical Models AISTATS 2015
Particle Gibbs for Bayesian Additive Regression Trees AISTATS 2015
Gamma Processes, Stick-Breaking, and Variational Inference AISTATS 2015
Direct Density-Derivative Estimation and Its Application in KL-Divergence Approximation AISTATS 2015
Sensor Selection for Crowdsensing Dynamical Systems AISTATS 2015