Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Video
How good is your classifier? Revisiting the role of evaluation metrics in machine learning
With the increasing integration of machine learning into real systems, it is crucial that trained models are optimized to reflect real-world tradeoffs. Increasing interest in proper evaluation has led to a wide variety of metrics…
Event
Frontiers in AI – Sanmi Koyejo
Frontiers in Artificial Intelligence is a series of public lectures at Microsoft Research Cambridge featuring leading researchers in the field, focusing on the cutting edge topics at the intersection of machine learning, statistics, and artificial…
Tool
Tookits for Eighth Dialog System Technology Challenge
ConvLab is an open-source multi-domain end-to-end dialog system platform, aiming to enable researchers to quickly set up experiments with reusable components and compare a large set of different approaches, ranging from conventional pipeline systems to…
Tool
MetaLWOz: A Dataset of Multi-Domain Dialogues for the Fast Adaptation of Conversation Models
We introduce the Meta-Learning Wizard of Oz (MetaLWOz) dialogue dataset for developing fast adaptation methods for conversation models. This data can be used to train task-oriented dialogue models, specifically to develop methods to quickly simulate…
Project
Tools for AI
Visual Studio Tools for AI & Visual Studio Code Tools for AI are extensions to build, test, and deploy Deep Learning / AI solutions. Tools for AI seamlessly integrates with Cloud AI services such as…