Deep ensembles perform better than a single network thanks to the diversity among their
members. Recent approaches regularize predictions to increase diversity; however, they …

Novel approaches to estimate information measures using neural networks are well-
celebrated in recent years both in the information theory and machine learning communities …

Over the last decades, the advancements in measurement, collection, and storage of data
have provided tremendous amounts of information. Thus, it has become crucial to extract …