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Deep Learning: Alchemy or Science?

Deep learning has led to rapid progress in open problems of artificial intelligence—recognizing images, playing Go, driving cars, automating translation between languages—and has triggered a new gold rush in the tech sector. But some scientists raise worries about slippage in scientific practices and rigor, likening the process to “alchemy.” How accurate is this perception? And what should the field do to combine rapid innovation with solid science and engineering? 
A distinguished panel of experts convened by Visiting Professor Sanjeev Arora will discuss these issues. 

Speakers Include:

Michael Collins, Google Research, Columbia University
Yann LeCun, Facebook, New York University
Joelle Pineau, Facebook, McGill University
Zachary Lipton, Carnegie Mellon University
Shai Shalev-Shwartz, Hebrew University of Jerusalem

Support for this event is provided by a grant from the Schwab Charitable Fund made possible by the generosity of Eric and Wendy Schmidt.

For more information, please visit: http://www.math.ias.edu/tml/dlasagenda.

Affiliation

Mathematics

Notes

This event will be recorded and livestreamed. View the talk live at www.ias.edu/livestream. 

 

https://www.youtube.com/watch?v=x7psGHgatGM

https://medium.com/@Synced/lecun-vs-rahimi-has-machine-learning-become-alchemy-21cb1557920d

Date & Time
February 22, 2019 | 9:45am

Location

Wolfensohn Hall

Registration Form

Schedule is subject to change

Lunch is served from 12:00 - 1:30 p.m. in Simons Hall. Cash only.

An ATM is available on the lower level of Fuld Hall.