27.03.2019 Shai Shalev-Shwartz. "Deep Learning*: Alchemy or Science?...

27.03.2019
Shai Shalev-Shwartz. "Deep Learning*: Alchemy or Science? Topic - Surrogates" (2019)
Deep Learning has led to rapid progress in problems of artificial intelligence such as recognizing images, driving cars, automating translation between languages. Some scientists raise worries about slippage in scientific practices and rigor, likening the process to “alchemy.”
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*) Deep learning is a class of machine learning algorithms. https://en.wikipedia.org/wiki/Deep_learning
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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
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https://youtu.be/1nvf_DBnsxo
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