Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Publication
A Contextual Bandit Bake-off
Tool
Edge Machine Learning (Edge ML)
Machine learning models for edge devices need to have a small footprint in terms of storage, prediction latency, and energy. One example of a ubiquitous real-world application where such models are desirable is resource-scarce devices…
Microsoft Research Blog
Competition win a steppingstone in the greater journey to create sustainable farming
The cucumber plants, their leaves wide and green and veiny, stood tall in neat rows, basking in the Netherland sunlight shining through the glass panes of their greenhouses. Hopes were high for the plants—a bountiful…
Video
Social and Emotional Artificial Intelligence
Given that emotion is a key element of human interaction, enabling artificial agents with the ability to reason about affect is a key stepping stone towards a future in which technological agents and humans can…
Tool
ABC: Large Scale Labeled Data for Classification
This download contains the processed datasets used in the AAAI’19 paper ABC: Efficient Selection of Machine Learning Configuration on Large Dataset. A machine learning configuration refers to a combination of preprocessor, learner, and hyperparameters. Given…