Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Publication
A general approach to progressive learning
Project
Accelerated Bregman Proximal Gradient Methods
A Python package of accelerated first-order algorithms for solving relatively-smooth convex optimization problems
Event
Microsoft at ICLR 2020
Microsoft is a Silver sponsor of the Eighth International Conference on Learning Representations (ICLR) this year. ICLR is the premier gathering of professionals dedicated to the advancement of the branch of artificial intelligence called representation…
Publication
A general approach to progressive learning
Tool
Beluga Sounds
Using machine learning to detect beluga whale calls in hydrophone recordings. Of the five populations of beluga whales in Alaska, the Cook Inlet population is the smallest and has declined by about seventy-five percent since…
Project
NeuronBlocks – Building Your NLP DNN Models Like Playing Lego
Building Your NLP DNN Models Like Playing Lego. NeuronBlocks is a NLP deep learning modeling toolkit that helps engineers/researchers to build end-to-end pipelines for neural network model training for NLP tasks. The main goal of this toolkit…
Video
Learning over sets, subgraphs, and streams: How to accurately incorporate graph context
MSR AI Distinguished Talk Series: Learning over sets, subgraphs, and streams: How to accurately incorporate graph context in network models Although deep learning methods have been successfully applied in structured domains comprised of images and…
