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Santosh S. Vempala

5 papers at tracked venues · 2 at CORE A* · active 2024–2026

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Venues

COLT ×3AAAI ×1NeurIPS ×1

Frequent coauthors

Yunbum Kook
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Mirabel Reid
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×1
Khashayar Gatmiry
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Papers

  1. The Geometry of Efficient Nonconvex Sampling
    COLT 2026 · Santosh S. Vempala
  2. Does GPT Really Get It? A Hierarchical Scale to Quantify Human and AI's Understanding of Algorithms
    AAAI 2025 ·
    Mirabel Reid
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  3. Gaussian Cooling and Dikin Walks: The Interior-Point Method for Logconcave Sampling
    COLT 2024 ·
    Yunbum Kook
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  4. In-and-Out: Algorithmic Diffusion for Sampling Convex Bodies
    NeurIPS 2024 ·
    Yunbum Kook
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  5. Sampling Polytopes with Riemannian HMC: Faster Mixing via the Lewis Weights Barrier
    COLT 2024 ·
    Khashayar Gatmiry
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