Santosh S. Vempala
Georgia Institute of Technology
H-index: 71
North America-United States
Top articles of Santosh S. Vempala
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Contrastive Moments: Unsupervised Halfspace Learning in Polynomial Time | Advances in Neural Information Processing Systems | Xinyuan Cao Santosh Vempala | 2024/2/13 |
Eldan's stochastic localization and the KLS conjecture: Isoperimetry, concentration and mixing | arXiv preprint arXiv:1612.01507 | Yin Tat Lee Santosh S Vempala | 2016/12/5 |
Computation with Sequences of Assemblies in a Model of the Brain | Max Dabagia Christos Papadimitriou Santosh Vempala | 2024/3/15 | |
Sampling with Barriers: Faster Mixing via Lewis Weights | arXiv preprint arXiv:2303.00480 | Khashayar Gatmiry Jonathan Kelner Santosh S Vempala | 2023/3/1 |
Efficiently Sampling the PSD Cone with the Metric Dikin Walk | arXiv preprint arXiv:2307.12943 | Yunbum Kook Santosh S Vempala | 2023/7/24 |
Is Planted Coloring Easier than Planted Clique? | Pravesh Kothari Santosh S Vempala Alexander S Wein Jeff Xu | 2023/7/12 | |
Calibrated language models must hallucinate | arXiv preprint arXiv:2311.14648 | Adam Tauman Kalai Santosh S Vempala | 2023/11/24 |
Condition-number-independent convergence rate of Riemannian Hamiltonian Monte Carlo with numerical integrators | Yunbum Kook Yin Tat Lee Ruoqi Shen Santosh Vempala | 2023/7/12 | |
The bit complexity of efficient continuous optimization | Mehrdad Ghadiri Richard Peng Santosh S Vempala | 2023/4/4 | |
The -Cap Process on Geometric Random Graphs | Mirabel E Reid Santosh S Vempala | 2023/7/12 | |
Beyond moments: Robustly learning affine transformations with asymptotically optimal error | He Jia Pravesh K Kothari Santosh S Vempala | 2023/11/6 | |
Computation with Sequences in the Brain | arXiv preprint arXiv:2306.03812 | Max Dabagia Christos H Papadimitriou Santosh S Vempala | 2023/6/6 |
Convergence of Gibbs sampling: Coordinate Hit-and-Run mixes fast | Discrete & Computational Geometry | Aditi Laddha Santosh S Vempala | 2023/9 |
The manifold joys of sampling (invited talk) | Yin Tat Lee Santosh S Vempala | 2022 | |
A unified view of graph regularity via matrix decompositions | Random Structures & Algorithms | Greg Bodwin Santosh Vempala | 2022/8 |
Provable lifelong learning of representations | Xinyuan Cao Weiyang Liu Santosh S Vempala | 2022 | |
Geodesic Walks in Polytopes | SIAM Journal on Computing | Yin Tat Lee Santosh Vempala | 2022 |
Sampling with Riemannian Hamiltonian Monte Carlo in a constrained space | Advances in Neural Information Processing Systems | Yunbum Kook Yin-Tat Lee Ruoqi Shen Santosh Vempala | 2022/12/6 |
Assemblies of neurons learn to classify well-separated distributions | Max Dabagia Santosh S Vempala Christos Papadimitriou | 2022/6/28 | |
A unified approach to discrepancy minimization | arXiv preprint arXiv:2205.01023 | Nikhil Bansal Aditi Laddha Santosh S Vempala | 2022/5/2 |
