Understanding Credibility Theory in Actuarial Science

Discover how credibility theory helps actuaries use historical data to estimate risks and set insurance premiums; learn how ...
Geographical

Will emissions ever fall?

Technology is pushing us towards peak emissions faster than politics ever could. But what follows may be a years-long ...
eLife

Pupil dilation offers a time-window on prediction error

Pupil dilation provides a physiological readout of information gain during the brain's internal process of belief updating in the context of associative learning.
IEEE

Sparse Bayesian Learning for Switching Network Identification

Abstract: Learning dynamical networks based on time series of nodal states is of significant interest in systems science, computer science, and control engineering. Despite recent progress in network ...
IEEE

Hyperparameter Optimization: Comparing Genetic Algorithm against Grid Search and Bayesian Optimization

Abstract: The performance of machine learning algorithms are affected by several factors, some of these factors are related to data quantity, quality, or its features. Another element is the choice of ...
C&EN

Open Source Bayesian Models. 2. Mining a “Big Dataset” To Create and Validate Models with ChEMBL

‡ Collaborations Pharmaceuticals, Inc., 5616 Hilltop Needmore Road, Fuquay-Varina, North Carolina 27526, United States § Collaborations in Chemistry, 5616 Hilltop Needmore Road, Fuquay-Varina, North ...
GitHub

Bayesian Coherent Point Drift / Domain Elastic Transform

This repository provides a software suite implementing Domain Elastic Transform (DET), Bayesian Coherent Point Drift (BCPD/GBCPD), and Dependent Landmark Drift (DLD), BCPD registers two point clouds, ...