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 ...

AI's fundamental characteristic is ingesting vast quantities of data that are then processed using methods from statistical mechanics ... that costs it time. - Deep learning - A sub-field of ...

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 ...