Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Video
Supercharge A/B testing with automated causal inference | Community Workshop on Microsoft’s Causal Tools
An A/B test consists of splitting the customers into a test and a control group, and choosing a large enough sample size to observe the average treatment effect (ATE) we are interested in, in spite…
Video
Update on Microsoft causal open-source libraries | Community Workshop on Microsoft’s Causal Tools
In this talk, we will present Microsoft’s open-source causal tools and how they work together. We’ll review recent updates to DoWhy and EconML and introduce new tools DECI and ShowWhy. DECI (Deep End-to-end Causal Inference)…
Video
Fireside chat with Stu Frost at Community Workshop on Microsoft’s Causal Tools
Fireside chat with Stu Frost, Founder/CEO, Geminos Software, discussing challenges in decision-making for supply chain management and how causal analysis and infrastructure can help.
Project
Project CLAP
Advancing the state-of-the-art audio technologies with AI Project CLAP aims to advance the state-of-the-art audio technologies and develop the next generation framework for understanding acoustic cues. The human auditory system can hear sounds and extract…
Tool
Efficient Large LM Trainer
This repository contains pretraining pipeline of sequence-to-sequence language models.