About me
I'm a statistical machine learning researcher at Microsoft Research New England and an adjunct professor at Stanford University. I received my Ph.D. in Computer Science (2012) and my M.A. in Statistics (2011) from UC Berkeley and my B.S.E. in Computer Science (2007) from Princeton University. Before joining Microsoft, I spent three wonderful years as an assistant professor of Statistics and, by courtesy, Computer Science at Stanford and one as a Simons Math+X postdoctoral fellow, working with Emmanuel Candes. My Ph.D. advisor was Mike Jordan, and my undergraduate research advisors were Maria Klawe and David Walker. I got my first taste of research at the Research Science Institute and learned to think deeply of simple things at the Ross Program.
My current research interests include statistical machine learning, scalable algorithms, high-dimensional statistics, approximate inference, and probability. Lately, I've been developing and analyzing scalable learning algorithms for climate forecasting, healthcare, approximate posterior inference, high-energy physics, recommender systems, and the social good.
Quixotic though it may sound, I hope to use computer science and statistics to change the world for the better. If you have thoughts on how to do this, feel free to contact me.
Research opportunities at MSR New England
- Apply for a summer PhD student internship with me (in person!). I typically begin to review applications in December.
Students, postdocs, and interns mentored (past and present)
- Hammaad Adam
- Morgane Austern
- Diana Cai
- Annabelle Carrell
- Tri Dao
- Yash Deshpande
- Carles Domingo-Enrich
- Raaz Dwivedi
- Murat Erdogdu
- Zhili Feng
- Genevieve Flaspohler
- Jackson Gorham (Dissertation: Measuring Sample Quality with Stein's Method)
- Awarded the 2017 Savage Award in Theory and Methods by the International Society for Bayesian Analysis (ISBA)
- Jonathan Huggins
- Jessica Hwang
- Govinda Kamath
- Konstantin Klemmer
- Alison Koenecke
- Max Leiserson
- Lingxiao Li
- Ruishan Liu
- Tanya Marwah
- Ioannis Mitliagkas
- Soukayna Mouatadid
- Cameron Musco
- Genevieve Patterson
- Diondra Peck
- Anant Raj
- Sabrina Rashid
- Tobias Schroeder
- Abhishek Shetty
- Jiaxin Shi
- Nilesh Tripuraneni
- Ashia Wilson
- Yemin Yu
- Eric Zelikman