Sinho Chewi
Massachusetts Institute of Technology
H-index: 16
North America-United States
Top articles of Sinho Chewi
The probability flow ODE is provably fast
Advances in Neural Information Processing Systems
2024/2/13
Sitan Chen
H-Index: 5
Sinho Chewi
H-Index: 3
Holden Lee
H-Index: 6
Yuanzhi Li
H-Index: 1
Adil Salim
H-Index: 6
Sampling from the mean-field stationary distribution
arXiv preprint arXiv:2402.07355
2024/2/12
Sinho Chewi
H-Index: 3
Fast parallel sampling under isoperimetry
arXiv preprint arXiv:2401.09016
2024/1/17
Nima Anari
H-Index: 15
Sinho Chewi
H-Index: 3
Fisher information lower bounds for sampling
2023/2/13
On the complexity of finding stationary points of smooth functions in one dimension
2023/2/13
Sinho Chewi
H-Index: 3
Adil Salim
H-Index: 6
Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions
arXiv preprint arXiv:2209.11215
2022/9/22
An entropic generalization of Caffarelli’s contraction theorem via covariance inequalities
Comptes Rendus. Mathématique
2023
Sinho Chewi
H-Index: 3
Shifted composition II: shift Harnack inequalities and curvature upper bounds
arXiv preprint arXiv:2401.00071
2023/12/29
Sinho Chewi
H-Index: 3
Algorithms for mean-field variational inference via polyhedral optimization in the Wasserstein space
arXiv preprint arXiv:2312.02849
2023/12/5
Sinho Chewi
H-Index: 3
Shifted composition I: Harnack and reverse transport inequalities
arXiv preprint arXiv:2311.14520
2023/11/24
Sinho Chewi
H-Index: 3
Query lower bounds for log-concave sampling
2023/11/6
Faster high-accuracy log-concave sampling via algorithmic warm starts
2023/11/6
Sinho Chewi
H-Index: 3
The entropic barrier is n-self-concordant
2023/9/30
Sinho Chewi
H-Index: 3
Improved discretization analysis for underdamped Langevin Monte Carlo
2023/7/12
Forward-backward Gaussian variational inference via JKO in the Bures-Wasserstein Space
2023/7/3
An optimization perspective on log-concave sampling and beyond
2023/5/1
Sinho Chewi
H-Index: 3
Gaussian discrepancy: a probabilistic relaxation of vector balancing
Discrete Applied Mathematics
2022/12/15
Sinho Chewi
H-Index: 3
Philippe Rigollet
H-Index: 27
Learning threshold neurons via the "edge of stability"
arxiv.org/2212.07469
2022/12/14
Variational inference via Wasserstein gradient flows
Advances in Neural Information Processing Systems
2022/12/6
Improved analysis for a proximal algorithm for sampling
2022/6/28
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