De-Biasing Relevance Judgements for Fair Ranking
Graph AI for organizational analytics
New advances in graph machine learning paired with telemetry unlock a disruptive new ability to measure and reason about how organizations function. The modern workplace has changed the way collaborative work is performed. With the…
Advancing human-centered AI: Updates on responsible AI research
Artificial intelligence, like all tools we build, is an expression of human creativity. As with all creative expression, AI manifests the perspectives and values of its creators. A stance that encourages reflexivity among AI practitioners…
On Learning-Aware Mechanism Design
Statistical decisions are often given meaning in the context of other decisions, particularly when there are scarce resources to be shared. Managing such sharing is one of the classical goals of microeconomics, and it is…
Research Focus: Week of January 9, 2023
Welcome to Research Focus, a new series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. Jan P. Unsleber, Hongbin Liu, Leopold Talirz,…