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Statistics Seminar: Martin Wainwright (MIT) – The Information Geometry of Diffusion Sampling
Statistic Seminar: Martin Wainwright (MIT) – The Information Geometry of Diffusion Sampling
středa 21. října 2026 · 14:00HXLY144, Huxley Building, South Kensington CampusZdarma
Skončilo
Tato akce skončila
Konala se středa 21. října 2026 · 14:00.
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O akci
Překládám do češtiny…
14:00 – 15:00 – Martin Wainwright (MIT) Title:The Information Geometry of Diffusion Sampling Abstract: Sampling from a high-dimensional distribution is a core challenge spanning statistics, operations research, applied mathematics and computer science. Diffusion-based methods have led to dramatic advances: in generative AI, they produce strikingly realistic images, video, and text, and they are finding growing use in areas including biology, drug design, materials science, and robotics. In this talk, we introduce a unified way of analyzing the performance of both continuous diffusion samplers…