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by kvathupo
1533 days ago
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Although it tends towards Deep Learning as opposed to AI, I highly recommend Bishop's Pattern Recognition and Machine Learning. It not only provides a solid Bayesian perspective, but also comments on the subtleties of applying theory. For the latter, its discussion of overparameterization in (I think?) the first chapter comes to mind. [1] - https://www.microsoft.com/en-us/research/people/cmbishop/prm... |
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