no code implementations • 10 Jul 2016 • Oran Richman, Shie Mannor
We study classification problems where features are corrupted by noise and where the magnitude of the noise in each feature is influenced by the resources allocated to its acquisition.
no code implementations • 21 May 2016 • Oran Richman, Shie Mannor
Features that hold information about the "difficulty" of the data may be non-discriminative and are therefore disregarded in the classification process.