Abstract: Various computational problems can be reduced to computing the marginals and the partition function of a suitably defined standard factor graph (S-FG). The sum-product algorithm (SPA) is an ...

This repository contains a refactoring of the code used in the paper "Learning Latent Graph Structures and Their Uncertainty" (ICML 2025). The code is designed to be modular and easy to use, allowing ...

Recent augmentation-based methods showed that message-passing (MP) neural networks often perform poorly on low-degree nodes, leading to degree biases due to a lack of messages reaching low-degree ...

Rarely has a single find changed scholars’ views of the capabilities of people of the past as radically as the discovery of the world’s earliest known wooden architecture, which dates to nearly half a ...

As far as we know, there are no other structures like this in the world, Popular culture may frame Bermuda as a place where ships and planes go missing, but there’s another puzzling aspect of this ...

Divers have discovered a long-submerged wall some 7,000 years old under the sea off western France, scientists said Thursday. Nearly 400 feet long, it was found off the Ile de Sein in Brittany along ...