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The Department of Mathematics of Data Science (SB/IC) at EPFL, led by Professor Emmanuel Abbe, focuses on the mathematical principles underlying information and data science technologies. Research areas include probability, statistics, discrete mathematics, machine learning, and information theory. The department is renowned for its contributions to various conferences and journals, showcasing innovative work on topics such as efficient algorithms, deep learning, and neural network regularization. Professor Abbe, a recipient of multiple prestigious awards, is a key figure in the field and plays a significant role in various EPFL initiatives, including the Center for Intelligent Systems and the College des Sciences.