No matter what kind of traditional HPC simulation and modeling system you have, no matter what kind of fancy new machine learning AI system you have, IBM has an appliance that it wants to sell you to ...

At its F8 developer conference, Facebook today launched Ax and BoTorch, two new open-source AI tools. BoTorch, which, as the name implies, is based on PyTorch, is a library for Bayesian optimization.

Bayesian Information Design and Mechanism Optimization is an interdisciplinary field that synthesises insights from economics, statistics, and game theory to address challenges of asymmetric ...

This paper offers a Bayesian framework for the calibration of financial models using neural stochastic differential equations ...

This is a preview. Log in through your library . Abstract Bayesian optimization is incorporated into genomic prediction to identify the best genotype from a candidate population. Several expected ...

Researchers at Germany's Helmholtz-Zentrum Berlin (HZB) have developed an illumination model for the deployment of bifacial solar panels, which they claim can help to reduce the levelized cost of ...

Despite the fact that almost any sample of patients with a particular disease is heterogeneous, most clinical trial designs ignore the possibility that treatment or dose effects may differ between ...