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Racer CAIIIARH (caiiiarh)
Race Number 2
Date Tue, 5 Sep 2023 08:59:18 +0000
Universe longtexts
Speed 73 WPM Try to beat?
Accuracy 97.1%
Rank 1st place (out of 3)

Text typed:

I basically know of two principles for treating complicated systems in simple ways; the first is the principle of modularity and the second is the principle of abstraction. I am an apologist for computational probability in machine learning, and particularly for graphical models and variational methods, because I believe that probability theory implements these two principles in deep and intriguing ways - namely through factorization and through averaging. Exploiting these two mechanisms as fully as possible seems to me to be the way forward in machine learning.
Graphical Models for Machine Learning and Digital Communication (Adaptive Computation and Machine Learning) (Adaptive Computation and Machine Learning series) (movie) by Brendan J. Frey (see stats)

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