Yuejiang Liu (EPFL University), “Learning Beyond the IID Setting with Robust and Adaptive Representations”
On ZoomAbstract Machine learning models have achieved stunning successes in the IID setting. Yet, beyond this setting, existing models still suffer from two grand challenges: brittle under covariate shift and inefficient