Publication
Algorithms
Project
EdgeML
EdgeML is an open source machine learning library for enabling privacy-preserving, energy-efficient, off-the-grid intelligence in low-resource computing devices.
Project
DiskANN: Vector Search at Web Scale
We design algorithms to address the challenges of scaling ANNS for web and enterprise search and recommendation systems. Our goal is to build systems that serve trillions of points in a streaming setting cost effectively.
Group
Machine Learning and Optimization
The CORE group conducts research in the intersection of algorithms, operations research and computer systems. Our focus is on designing large-scale optimization solutions for cloud systems and applications.
Microsoft Research Blog
The personal web: Connecting information for better search and recommendation
In the digital era, almost everyone struggles with the mountains of information they have. Every activity in our lives seemingly generates more information: emails, files, receipts, photos—the list goes on. We have trails of digital…
