Mathematics
Advancing the mathematical foundations that drive breakthroughs across computing, AI, and the sciences.
Career Opportunity
Principal Applied Scientist – Foundation Models, Agents & Decision Intelligence
Microsoft Advertising is building the next generation of AI systems for understanding advertiser behavior, detecting anomalies and emerging threats. We are looking for a Principal Applied Scientist with a strong foundation in mathematics, statistics, and…
Video
Convergence Analysis for Fast High-Order ODE Solvers in Diffusion Probabilistic Models
Score-based generative models have revolutionized high-dimensional sampling through forward diffusion and reverse processes. While stochastic DDPM samplers benefit from mature polynomial convergence theory, deterministic probability flow ODEs (underlying efficient DDIM-style samplers) offer superior speed through…
Publication
You Don’t Need to Run Every Eval
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Rising Multi-Armed Bandits with Known Horizons
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Express Language Modeling
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