Systems | Information | Learning | Optimization
 

Unsolved Subspace Mysteries

Abstract: In this talk I will introduce two new subspace models: Mixture Matrix Completion, and Subspace Splitting. Both models are motivated by metagenomics, recommender systems, and dimensionality reduction, and are tightly related to low-rank matrix completion, subspace clustering, robust matched subspace detection, and the maximum feasible subsystem problem. I will …