A Physicist’s Guide to Building Better Machine Learning Models

In this video, Dr. Ardavan (Ahmad) Borzou will discuss the importance of revisiting our current approach to building and training machine learning models. To demonstrate the point, he will start from a general probability function and use the maximum entropy principle and perturbation theory to analytically derive linear regression. After a short review of the …

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