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Bill Fulkerson

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Bill Fulkerson

Optimization is as hard as approximation - Machine Learning Research Blog - 0 views

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    Optimization is a key tool in machine learning, where the goal is to achieve the best possible objective function value in a minimum amount of time. Obtaining any form of global guarantees can usually be done with convex objective functions, or with special cases such as risk minimization with one-hidden over-parameterized layer neural networks (see the June post). In this post, I will consider low-dimensional problems (imagine 10 or 20), with no constraint on running time (thus get ready for some running-times that are exponential in dimension!).
Bill Fulkerson

machine learning of text - 0 views

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    GPT-3, a new text-generating program from OpenAI, shows how far the field has come-and how far it has to go.
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