Improved Multimodal Fusion for Small Datasets with Auxiliary Supervision

no code implementations • 1 Apr 2023 • Gregory Holste, Douwe van der Wal, Hans Pinckaers, Rikiya Yamashita, Akinori Mitani, Andre Esteva

We validate the proposed approaches on prostate cancer diagnosis from paired histopathology imaging and tabular clinical features.

Building a Foundation for Data-Driven, Interpretable, and Robust Policy Design using the AI Economist

1 code implementation • 6 Aug 2021 • Alexander Trott, Sunil Srinivasa, Douwe van der Wal, Sebastien Haneuse, Stephan Zheng

Here we show that the AI Economist framework enables effective, flexible, and interpretable policy design using two-level reinforcement learning (RL) and data-driven simulations.

Reinforcement Learning (RL)