Santosh S. Vempala

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

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Venues

COLT ×3 AAAI ×1 NeurIPS ×1

Frequent coauthors

Yunbum Kook

×2

Andre Wibisono

×1

Mirabel Reid

×1

Matthew Shunshi Zhang

×1

Khashayar Gatmiry

×1

Jonathan A. Kelner

×1

Papers

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