Recent posts

In 2009 Andrew Cullison set up an ongoing survey for philosophers to report their experiences submitting papers to various journals. For me, a junior philosopher working toward tenure at the time, it was a great resource. It was the best guide I knew to my chances of getting a paper accepted at Journal X, or at least getting rejected quickly by Journal Y. But I always wondered about self-selection bias.... Read more

A Times Higher Education piece making the rounds last week found that most published philosophy papers are never cited. More exactly, of the studied philosophy papers published in 2012, more than half had no citations indexed in Web of Science five years later. At Daily Nous, the discussion of that finding turned up some interesting follow-up questions and findings. In particular, Brian Weatherson found quite different figures for papers published in prestigious philosophy journals.... Read more

In this post we’ll improve our training algorithm from the previous post. When we’re done we’ll be able to achieve 98% precision on the MNIST data set, after just 9 epochs of training—which only takes about 30 seconds to run on my laptop. For comparison, last time we only achieved 92% precision after 2,000 epochs of training, which took over an hour! The main driver in this improvement is just switching from batch gradient descent to mini-batch gradient descent.... Read more

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I'm an Associate Professor of Philosophy at the University of Toronto. I research uncertainty in human reasoning. I also indulge in some programming and related nerdery.