Evan Patterson
Stanford University,
Statistics Department

I'm a PhD student working to improve the scientific process through research in...

  • AI, especially knowledge representation
  • data science
  • applied category theory

What's new

From the blog

Book review: Representation and Invariance of Scientific Structures by Patrick Suppes (1/9/2019)

Sixty years ago, Patrick Suppes realized that the notion of a model of a logical theory, so essential to mathematical logic, applies equally well to models in science. I review his final book, on the use of formal models in science. Read more

Latest paper

Conformalized quantile regression, 2019. Yaniv Romano, Evan Patterson, Emmanuel J. Cand├Ęs.

We propose a new method to construct prediction intervals, based on conformal inference. Our philosophy is that if interval estimation is your goal, you should bypass point estimation entirely and directly estimate the interval endpoints by quantile regression. You can then conformalize the intervals to attain valid, distribution-free coverage in finite samples. Read more