Hwanwoo Kim

According to our database, Hwanwoo Kim authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Optimization on Manifolds via Graph Gaussian Processes.

Hwanwoo Kim, Daniel Sanz-Alonso, Ruiyi Yang

SIAM J. Math. Data Sci., March, 2024

Bayesian Optimization with Noise-Free Observations: Improved Regret Bounds via Random Exploration.

Hwanwoo Kim, Daniel Sanz-Alonso

CoRR, 2024

ReTaSA: A Nonparametric Functional Estimation Approach for Addressing Continuous Target Shift.

Hwanwoo Kim, Xin Zhang, Jiwei Zhao, Qinglong Tian

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

"Plus/minus the learning rate": Easy and Scalable Statistical Inference with SGD.

Jerry Chee, Hwanwoo Kim, Panos Toulis

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

A Variational Inference Approach to Inverse Problems with Gamma Hyperpriors.

Shiv Agrawal, Hwanwoo Kim, Daniel Sanz-Alonso, Alexander Strang

SIAM/ASA J. Uncertain. Quantification, 2022

Hierarchical Ensemble Kalman Methods with Sparsity-Promoting Generalized Gamma Hyperpriors.

Hwanwoo Kim, Daniel Sanz-Alonso, Alexander Strang

CoRR, 2022

2021

Graph-based Prior and Forward Models for Inverse Problems on Manifolds with Boundaries.

John Harlim, Shixiao W. Jiang, Hwanwoo Kim, Daniel Sanz-Alonso

CoRR, 2021