2026
A Foundation-style Model for Zero-Shot Statistical Dependency Measurement
ICML 2026poster
Measuring statistical dependency between high-dimensional random variables is a fundamental task in data science and machine learning. Neural mutual information (MI) estimators offer a promising avenue, but they typically require costly test-time training for each new dataset, making them impractica…