Topic: Machine Learning

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  1. High-accuracy sampling for diffusion models and log-concave distributions

    PaperFeb 1, 2026arXivFan Chen, Sinho Chewi, Constantinos Daskalakis, Alexander Rakhlin

    We present algorithms for diffusion model sampling which obtain δ-error in polylog(1/δ) steps, given access to eO(δ)-accurate score estimates in L2. This is an exponential improvement over all prev...

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