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S2E4: Dr. Caroline Uhler on Harnessing the Power of Machine Learning to Drive New Discoveries in Biology

Theory and Practice

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Is Perametrized Modeling a Good Idea?

When you start having a billion perimeters, how do you actually interpret what you get out? i think this is quite mistmy. And yet, this is the basis of why deep learning works so well in practice. It just doesn't seem to have any theoretical basis, or at least not one that i can into it.

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