2 papers
stat.AP2026
Multidata Causal Discovery for Statistical Hurricane Intensity Forecasting
Saranya Ganesh S, Frederick Iat-Hin Tam, Milton S. Gomez +5
Improving statistical forecasts of tropical cyclone (TC) intensity is limited by complex nonlinear interactions and difficulty in identifying relevant predictors. Conventional meth…
cs.LG2025
Sanity Checking Causal Representation Learning on a Simple Real-World System
Juan L. Gamella, Simon Bing, Jakob Runge
We evaluate methods for causal representation learning (CRL) on a simple, real-world system where these methods are expected to work. The system consists of a controlled optical ex…