Machine Learning

"It's kind of like physics in its formative stages—Newton asking what makes the apple fall down," says Sanjeev Arora, Visiting Professor in the School of Mathematics, trying to explain the current scientific...

As part of the 2017–18 Theoretical Machine Learning Lecture Series at IAS, Visiting Professor in the School of Mathematics Sanjeev Arora organized a public lecture series, which included talks by him and...

During this public lecture held at the Institute on December 12, Yann LeCun, Director of Facebook AI Research and Silver Professor of Computer Science at New York University, explored deep learning and the principles and methods for predictive...

Deep learning, which is the reemergence of artificial neural networks, has recently succeeded as an approach towards artificial intelligence. In many fields, including computational linguistics, deep learning approaches have largely displaced...

In this public lecture held at the Institute on October 27, 2017,  Sanjeev Arora, Visiting Professor in the School of Mathematics, and ...

How do we navigate the vast amount of data at our disposal? How do we choose a movie to watch, out of the 75,000 movies available on Netflix? Or a new book to read, among the 800,000 listed on Amazon? Or which news articles to read, out of the...