People

Jerry Ma

Research Engineering Manager

I joined the FAIR lab in 2018 after a wonderful machine learning internship at Facebook in 2013. In between, I was a security and privacy researcher at Purdue University, working with Ninghui Li on smart grid privacy and statistical password modeling. I also served as a tech lead on Quora’s ranking team and ran a bustling ML consultancy.

My research interests are in economic theory, security, and AI. Within the latter, they lie anywhere in the intersection of deep learning and large-scale practical impact, but they are particularly developed in reinforcement learning and optimization.

In 2018, I earned an AB in economics and the classics from Harvard University.

Interests

Learning to rank, reinforcement learning, optimization, NLP, economic theory, systems security and privacy

Related Links

Website

Latest Publications

Energy-based models for atomic-resolution protein conformations

Yilun Du, Joshua Meier, Jerry Ma, Rob Fergus, Alexander Rives

ICLR - April 25, 2020

Order-Aware Generative Modeling Using the 3D-Craft Dataset

Zhuoyuan Chen, Demi Guo, Tong Xiao, Saining Xie, Xinlei Chen, Haonan Yu, Jonathan Gray, Kavya Srinet, Haoqi Fan, Jerry Ma, Charles R. Qi, Shubham Tulsiani, Arthur Szlam, Larry Zitnick

ICCV - October 27, 2019

ELF OpenGo: An Analysis and Open Reimplementation of AlphaZero

Yuandong Tian, Jerry Ma, Qucheng Gong, Shubho Sengupta, Zhuoyuan Chen, James Pinkerton, Larry Zitnick

ICML - June 11, 2019

Quasi-Hyperbolic Momentum and Adam for Deep Learning

Jerry Ma, Denis Yarats

ICLR - May 4, 2019