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.
Research Areas:
I am the director of the Undergraduate Certificate in Statistics and Machine Learning [4]. I co-founded Whetlab (sold to Twitter in 2015) and formerly co-hosted the Talking Machines [5] 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) [6].
Links
[1] https://www.cs.princeton.edu/~rpa
[2] https://sml.princeton.edu/
[3] https://www.cs.princeton.edu/research/areas/mlearn
[4] https://csml.princeton.edu/undergraduates/certificate-program
[5] https://www.thetalkingmachines.com/home?context_entity_type=node&context_entity_id=14033
[6] http://lips.cs.princeton.edu/