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04/05/2023
Query lower bounds for log-concave sampling
Log-concave sampling has witnessed remarkable algorithmic advances in re...
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02/20/2023
Faster high-accuracy log-concave sampling via algorithmic warm starts
Understanding the complexity of sampling from a strongly log-concave and...
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09/22/2022
Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions
We provide theoretical convergence guarantees for score-based generative...
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12/21/2021
The entropic barrier is n-self-concordant
For any convex body K ⊆ℝ^n, S. Bubeck and R. Eldan introduced the entrop...
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05/29/2021
