Charles Miranda

Test Co-Evolution and Coding-Agent Adoption in Open-Source Software Repositories

This artifact accompanies the study “Test Co-Evolution and Coding Agent Adoption”, which investigates the relationships between coding-agent adoption, production–test co-evolution, and post-adoption corrective maintenance in open-source repositories. It includes datasets covering...

Approximating Langevin Monte Carlo with ResNet-like Neural Network Architectures

Abstract We analyse a method to sample from a given target distribution by constructing a neural network which maps samples from a simple reference distribution, e.g. the standard normal, to samples from the target distribution. For this, we propose using a neural network archite...