eli_sennesh comments on Open thread, Oct. 27 - Nov. 2, 2014 - Less Wrong
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I think Understanding Machine Learning (out this year) is better than Bishop's book (which is, frankly, insufferably obscurantist), and that instead of model-checking you ought to be learning a proof assistant (I learned Coq from Benjamin Pierce's Software Foundations).
The book the page recommends is Kevin Murphy's Machine Learning: A Probabilistic Perspective. I don't see any of Chris Bishop's books on the MIRI list right now, was Pattern Recognition and Machine Learning there at some point? Or am I missing something you're saying.
Oh, well all right then. I was under the mistaken impression Bishop's book was listed. My bad!