Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures

John R. Hershey, Jonathan Le Roux, Felix Weninger

Model-based methods and deep neural networks have both been tremendously successful paradigms in machine learning. In model-based methods, problem domain knowledge can be built int…