The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Trends in Machine Learning & Deep Learning with Zachary Lipton - #556

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

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Is There Any Such Thing as General Robustness?

There's no such thing as general robustness, because i got composed two different assumptions about the world were in one of em. So you have a set of people that are just kind of doing the deep learning thing, which diction lets you get away with it. In a deep linferis not actually addressing causality in any kind of sound way and fool a reviewer, but not sarily be doing it. And so i tend to think that, like a lot o's other problems are kind of more foundational. They're not problems where like, we know how to evaluate systems,. loks that people try stuff and whatever their problems were.

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