Mutual information emerged in Shannon’s 1948 masterpiece as the answer to the most fundamental questions of compression and communication. Since that time, however, it has been adopted and widely used in a variety of other disciplines. In particular, its estimation has emerged as a key component in fields such as machine learning, computer vision, systems biology, medical imaging,...