This course provides foundational and advanced concepts in statistical learning theory ... will apply these principles to modern machine learning contexts, including the scaling laws/benign ...

Mathematical solutions to thorny quantum problems can be found more quickly by exploiting the correspondence between the statistical methods used in deep learning and techniques for implementing ...