Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Publication
Decentralized & Collaborative AI on Blockchain
Video
Verifying Web Page Layouts
Web pages define their appearance using Cascading Style Sheets. However, the CSS language’s quirks and subtleties make it difficult for designers to write, debug, and test CSS to implement their designs. Understanding all the ways…
Tool
Diverse Counterfactual Explanations (DiCE) for ML
DiCE is a Python library to explain an ML model such that the explanation is truthful to the model and yet interpretable to people. This connects to the “Explainable AI systems” theme.
Publication
View Invariant 3D Human Pose Estimation
Publication
Efficient Pipeline for Camera Trap Image Review
Microsoft Research Blog
Leveraging blockchain to make machine learning models more accessible
Significant advances are being made in artificial intelligence, but accessing and taking advantage of the machine learning systems making these developments possible can be challenging, especially for those with limited resources. These systems tend to…
Tool
Resource-efficient ML for Edge and Endpoint IoT Devices
Our objective is to develop a library of efficient machine learning algorithms that can run on severely resource-constrained edge and endpoint IoT devices ranging from the Arduino to the Raspberry Pi. Please see our GitHub (opens in new…