Deep Learning

Sanjeev Arora
Sanjeev Arora

The Institute's School of Mathematics held the workshop "Theory of Deep Learning: Where Next?" October 15–18, 2019, as part of the School's special year on Optimization, Statistics, and Theoretical Machine Learning.

The workshop brought ...

In 2019–20, Chris J. Maddison, Member in the School of Mathematics and a Senior Research Scientist at DeepMind, is developing methods for machine learning and exploring...

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On February 22, 2019, Visiting Professor in the School of Mathematics Sanjeev Arora hosted a day of talks titled "Deep Learning: Alchemy or Science?"...

"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...