Artificial Intelligence
Pursuing computing advances to create intelligent machines that complement human reasoning to augment and enrich our experience and competencies.
Project
Platform for Interactive Concept Learning (PICL)
Quick interaction between a human teacher and a learning machine presents numerous benefits and challenges when working with web-scale data. The human teacher guides the machine towards accomplishing the task of interest. The system leverages…
Group
Machine Teaching Group
Machine teaching leverages the human capability to decompose and explain concepts to train machine leaning models, which is much more efficient than using labels alone.
Group
Machine Learning and AI | India
We work on various aspects of data-driven algorithms including fast machine learning algorithms that can learn from large scale and noisy data, learning from natural language and multilingual data, and applications of these algorithms to…
Microsoft Research Blog
Probabilistic programming goes large scale: From reducing email clutter to any machine learning task
Posted by George Thomas Jr. How is it you seem to be spending more and more time every day sifting through and prioritizing email messages? According to research by The Radicati Group, Inc., the legitimate…