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The Importance of Generative Modeling in Deep Learning
David Haus: In the face of deep learning, so many ML modalities have been forgotten. So I guess great and boosted decision trees. But there's another formal definition of generative modeling which focuses on a sort of as an version of Bayes rule. And if you can just find a ton of inputs like images or text in trying to recreate all of those images or texts, there's a huge amount that can be learned about the patterns in text or pictures.