Meta Research

Don’t be seduced by the allure: A guide for how (not) to use proxy metrics in experiments

By Ryan S. Ritter, Carlos Diuk, Yevgeniy Grechka, Aude Hofleitner, Alex Dow

What it’s like to be a parent on the Core Data Science team at Meta

By Meta Research

Modeling contextual uncertainty in crowdsourcing using Gaussian Processes

Introducing the Ground Truth Maturity Framework for assessing and improving ground truth data quality

By Yilin Zhang, Aude Hofleitner, Hannah Furnas, Paul Chung, Wesley Lee, Xu Chen, Ben Fifield

Introducing DreamShard: A reinforcement learning approach for embedding table sharding

By Daochen Zha, Bhargav Bhushanam, Louis Feng, Liang Luo, Yusuo Hu, Yuandong Tian, Jade Nie, Dima Ivashchenko, Mykola Lukashenko, Yuzhen Huang

OCP Summit 2022: Open hardware for AI infrastructure

By Alexis Bjorlin

Q&A with Akshitha Sriraman, Assistant Professor, Department of Electrical and Computer Engineering, Carnegie Mellon University

By Meta Research

Announcing the winners of the 2022 AI4AI Research request for proposals

By Meta Research