Galen Andrews: Deep Canonical Correlation Analysis

Galen Andrews: Deep Canonical Correlation Analysis Abstract: The successes of deep learning in the past decade on difficult tasks ranging from image processing to speech recognition to game playing is strong evidence for the utility of abstract representations of complex natural sensory data. In this talk I will present the deep canonical correlation analysis (DCCA) model to learn deep representation mappings of each of two data views (e.g., from two different sensory modalities) such that the learned rep