Stefania Fresca

Beyond Interpolation: Extrapolative Reasoning with Reinforcement Learning and Graph Neural Networks

2025 · arXiv (Cornell University)

Despite incredible progress, many neural architectures fail to properly generalize beyond their training distribution. As such, learning to reason in a correct and generalizable way is one of the current fundamental challenges in machine learning. …