← 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

Hierarchical Semi-Implicit Variational Inference with Application to Diffusion Model Acceleration NIPS 2023
Planning with Hidden Parameter Polynomial MDPs AAAI 2023
Sampling from Structured Log-Concave Distributions via a Soft-Threshold Dikin Walk NIPS 2023
Collapsed Inference for Bayesian Deep Learning NIPS 2023
Neural Circuits for Fast Poisson Compressed Sensing in the Olfactory Bulb NIPS 2023
An improved variational approximate posterior for the deep Wishart process UAI 2023
Statistical Foundations of Prior-Data Fitted Networks ICML 2023
Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks NIPS 2023
Sparse Spectral Bayesian Permanental Process with Generalized Kernel AISTATS 2023
It’s MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk EMNLP 2023
Regularization for Shuffled Data Problems via Exponential Family Priors on the Permutation Group AISTATS 2023
A Bayesian Take on Gaussian Process Networks NIPS 2023
Taking the neural sampling code very seriously: A data-driven approach for evaluating generative models of the visual system NIPS 2023
Scale-Invariant Infinite Hierarchical Topic Model ACL 2023
Generalized Belief Transport NIPS 2023
Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations ACL 2023
Bayesian Variable Selection in a Million Dimensions AISTATS 2023
Kernel Stein Discrepancy thinning: a theoretical perspective of pathologies and a practical fix with regularization NIPS 2023
Bayesian inference approach for entropy regularized reinforcement learning with stochastic dynamics UAI 2023
Noise-Aware Statistical Inference with Differentially Private Synthetic Data AISTATS 2023
Bayesian Structure Scores for Probabilistic Circuits AISTATS 2023
Computer Vision to the Rescue: Infant Postural Symmetry Estimation From Incongruent Annotations WACV 2023
The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation EMNLP 2023
Human spatiotemporal pattern learning as probabilistic program synthesis NIPS 2023
Gradient-Free Kernel Stein Discrepancy NIPS 2023