ExaRing+: Bayesian Part 2—When Small Evidence Changes Judgments

Probabilities that created rebels, hidden signatures, unrecorded drivers, inbox gatekeepers, and those who predict the ...
BIOENGINEER

AI That Knows When It Doesn’t Know: Bayesian Liquid Network Brings Safer Posture Coaching

Researchers have built a Bayesian liquid neural network that scores posture quality while quantifying its own uncertainty and ...
Phys.org

Researchers develop Bayesian inference for hidden dependence structures in multi-group high-dimensional data

In today's scientific and industrial fields, high-dimensional data in which numerous variables are observed simultaneously, such as genomic, climate, financial, and sensor data, are rapidly increasing ...
Nature

Inference in Bayesian networks

How does one model a simple cell-signaling pathway? Consider a simple example consisting of a stimulant, an extracellular signal, an inhibitor of the signal, a G protein–coupled receptor, a G protein ...
BIOENGINEER

Bayesian Network Matches Classifiers for IgE Sensitization Risk

A Bayesian network calibrated sensitization probabilities in 8,285 NHANES participants while matching logistic regression and ...

Probability for Adults: Bayesian Inference

Understanding Bayesian inference through a drinking invitationHow does probability change with new information?Today's ...
San Francisco Fed

Bayesian Inference for Hospital Quality in a Selection Model

This paper develops new econometric methods to infer hospital quality in a model with discrete dependent variables and non-random selection. Mortality rates in patient discharge records are widely ...