Bayesian Inference

Bayesian Inference is a methodology that employs Bayes Rule to estimate parameters (and their full posterior).

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 201–225 of 2226 papers

Title	Date	Tasks	Status	Hype
Variational Bayesian Monte Carlo	Oct 12, 2018	Bayesian InferenceModel Selection	CodeCode Available	1
Scalable Gaussian Processes with Grid-Structured Eigenfunctions (GP-GRIEF)	Jul 5, 2018	Bayesian InferenceGaussian Processes	CodeCode Available	1
Understanding and Accelerating Particle-Based Variational Inference	Jul 4, 2018	Bayesian InferenceVariational Inference	CodeCode Available	1
Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows	May 18, 2018	Bayesian Inference	CodeCode Available	1
Variational Autoencoders for Collaborative Filtering	Feb 16, 2018	Bayesian InferenceCollaborative Filtering	CodeCode Available	1
Parallel Streaming Wasserstein Barycenters	May 21, 2017	Bayesian Inference	CodeCode Available	1
Differentially Private Variational Inference for Non-conjugate Models	Oct 27, 2016	Bayesian InferenceVariational Inference	CodeCode Available	1
BioEM: GPU-accelerated computing of Bayesian inference of electron microscopy images	Sep 21, 2016	Bayesian InferenceCPU	CodeCode Available	1
Stein Variational Gradient Descent: A General Purpose Bayesian Inference Algorithm	Aug 16, 2016	Bayesian InferenceVariational Inference	CodeCode Available	1
The Population Posterior and Bayesian Inference on Streams	Jul 19, 2015	Bayesian Inference	CodeCode Available	1
Variational Dropout and the Local Reparameterization Trick	Jun 8, 2015	Bayesian Inference	CodeCode Available	1
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning	Jun 6, 2015	Bayesian InferenceDeep Reinforcement Learning	CodeCode Available	1
Weight Uncertainty in Neural Networks	May 20, 2015	Bayesian InferenceGeneral Classification	CodeCode Available	1
SAME but Different: Fast and High-Quality Gibbs Parameter Estimation	Sep 18, 2014	Bayesian Inferenceparameter estimation	CodeCode Available	1
Semi-Supervised Learning with Deep Generative Models	Jun 20, 2014	Bayesian Inference	CodeCode Available	1
Bayesian inference for logistic models using Polya-Gamma latent variables	May 2, 2012	Bayesian InferenceComputational Efficiency	CodeCode Available	1
A Simple Approximate Bayesian Inference Neural Surrogate for Stochastic Petri Net Models	Jul 14, 2025	Bayesian InferenceEpidemiology	CodeCode Available	0
The Bayesian Approach to Continual Learning: An Overview	Jul 11, 2025	Bayesian Inferenceclass-incremental learning	—Unverified	0
Estimating Interventional Distributions with Uncertain Causal Graphs through Meta-Learning	Jul 7, 2025	Bayesian InferenceCausal Inference	—Unverified	0
Scalable Bayesian Low-Rank Adaptation of Large Language Models via Stochastic Variational Subspace Inference	Jun 26, 2025	Bayesian InferenceUncertainty Quantification	CodeCode Available	0
Generative Diffusion Receivers: Achieving Pilot-Efficient MIMO-OFDM Communications	Jun 23, 2025	Bayesian Inference	CodeCode Available	0
Bayesian Evolutionary Swarm Architecture: A Formal Epistemic System Grounded in Truth-Based Competition	Jun 23, 2025	Bayesian InferenceCausal Inference	—Unverified	0
Coherent Track-Before-Detect	Jun 22, 2025	Autonomous DrivingBayesian Inference	—Unverified	0
Bayesian Inference for Left-Truncated Log-Logistic Distributions for Time-to-event Data Analysis	Jun 21, 2025	Bayesian Inferenceparameter estimation	—Unverified	0
Bayesian Epistemology with Weighted Authority: A Formal Architecture for Truth-Promoting Autonomous Scientific Reasoning	Jun 19, 2025	Bayesian Inference	—Unverified	0

Show:10 25 50

← PrevPage 9 of 90Next →

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	F-SWA	Accuracy	83.61	—	Unverified
2	F-SWAG	Accuracy	80.93	—	Unverified