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Hwanwoo Kim
Hwanwoo Kim
Verified email at uchicago.edu
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Year
A sample size calculator for SMART pilot studies
H Kim, E Ionides, D Almirall
SIAM undergraduate research online 9, 229, 2016
132016
Hierarchical ensemble Kalman methods with sparsity-promoting generalized gamma hyperpriors
H Kim, D Sanz-Alonso, A Strang
Foundations of Data Science 5 (3), 366-388, 2023
102023
A variational inference approach to inverse problems with gamma hyperpriors
S Agrawal, H Kim, D Sanz-Alonso, A Strang
SIAM/ASA Journal on Uncertainty Quantification 10 (4), 1533-1559, 2022
92022
Graph-based prior and forward models for inverse problems on manifolds with boundaries
J Harlim, SW Jiang, H Kim, D Sanz-Alonso
Inverse Problems 38 (3), 035006, 2022
92022
High-dimensional regression under correlated design: An extensive simulation study
SE Ahmed, H Kim, G Yıldırım, B Yüzbaşı
Matrices, Statistics and Big Data: Selected Contributions from IWMS 2016 25 …, 2019
72019
“Plus/minus the learning rate”: Easy and Scalable Statistical Inference with SGD
J Chee, H Kim, P Toulis
International Conference on Artificial Intelligence and Statistics, 2285-2309, 2023
42023
Optimization on Manifolds via Graph Gaussian Processes
H Kim, D Sanz-Alonso, R Yang
arXiv preprint arXiv:2210.10962, 2022
22022
Bayesian Optimization with Noise-Free Observations: Improved Regret Bounds via Random Exploration
H Kim, D Sanz-Alonso
arXiv preprint arXiv:2401.17037, 2024
2024
ReTaSA: A Nonparametric Functional Estimation Approach for Addressing Continuous Target Shift
H Kim, X Zhang, J Zhao, Q Tian
arXiv preprint arXiv:2401.16410, 2024
2024
THE CONDITIONAL DISTRIBUTION OF THE EIGENVALUES OF THE GINIBRE ENSEMBLE
H KIM, E SIEGEL
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Articles 1–10