Domingos’ book is, to the best of my knowledge, the first general history of the machine-learning field. He covers the alternate paradigms that gave rise to machine learning in the middle of the ...

Abstract: Machine learning stands poised to revolutionize the process of scientific discovery across various disciplines. In this talk, we will introduce a state-of-the-art scientific machine learning ...