Interests: I am interested in machine learning, artificial intelligence, and computational statistics, with applications across science and engineering. I have broad interests but often work on probabilistic methods and approximate Bayesian inference.
I am the director of the Undergraduate Certificate in Statistics and Machine Learning. I co-founded Whetlab (sold to Twitter in 2015) and formerly co-hosted the Talking Machines podcast. I was faculty at Harvard from 2011 to 2016 and was at Twitter and then Google Brain before joining the faculty at Princeton in 2018. I call my group the Laboratory for Intelligent Probabilistic Systems (LIPS).