Large-Scale Machine Learning

Baidu Tech Salon

Mar 21, 2014 · Artificial Intelligence

Baidu's Large-Scale Machine Learning Technology: Enabling Trillion-Feature Processing with Minute-Level Model Updates

Baidu's Big Data Machine Learning team, led by Xia Fen, unveiled a suite of five novel algorithms that together allow trillion‑scale feature processing, minute‑level model updates, and up to thousand‑fold efficiency gains in training and inference, dramatically surpassing existing solutions such as Google's billion‑feature systems.