Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Video
Learning Genetic Perturbation Effects at Single-Cell Resolution for Virtual Cells
Complex causal mechanisms among genes govern cellular functions in health and disease. Understanding these mechanisms can accelerate therapeutic discovery but remains challenging due to the large number of genes and their intricate dependencies. Recent advances…
Publication
Domain-Aware Scaling Laws Uncover Data Synergy
Career Opportunity
Sr Data Scientist – FDE – Security Check (SC) Clearance
In the Microsoft Frontier Company Engineering team, you won’t just build software; you’ll deliver real outcomes for some of the world’s most complex organizations. We are hiring a Senior Data Scientist to help drive high-impact…
Project
PIDM: Predictive Inverse Dynamic Models
Imitation learning enables agents to learn complex behaviour from demonstrations, but in practice it often requires large datasets that are costly or impractical to collect. Our project studies how to make imitation learning significantly more…