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DTSTART:20250330T010000
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DTSTART;TZID=Europe/Helsinki:20251124T140000
DTEND;TZID=Europe/Helsinki:20251124T153000
DTSTAMP:20260710T010205
CREATED:20251118T084834Z
LAST-MODIFIED:20251118T084834Z
UID:18574-1763992800-1763998200@crest.science
SUMMARY:Arthur STEPHANOVITCH (CREST) -  Regularity of the score and convergence rates of generative diffusion models
DESCRIPTION:Statistical Seminar: Every Monday at 2:00 pm.\nTime: 2:00 pm – 3:00 pm\nDate: 24th November\nPlace: 3001 \n  \nArthur STEPHANOVITCH (CREST) – Regularity of the score and convergence rates of generative diffusion models \n  \n  \n  \n  \n Abstract:  \nWe show that in generative modeling with diffusion processes\, the score function naturally inherits the regularity of the target distribution. This adaptive behavior provides a concise proof that these models attain minimax optimal rates for density estimation. \n  \n  \n  \n  \n  \nOrganizers: \nAnna KORBA (CREST)\, Vincent DIVOL (CREST)\, Jaouad MOURTADA (CREST) \nSponsors:\nCREST \n
URL:https://crest.science/event/arthur-stephanovitch-crest-regularity-of-the-score-and-convergence-rates-of-generative-diffusion-models/
CATEGORIES:Seminars,Statistics
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