Hwanwoo Kim

15 papers A* 1A 2Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Implicit Q-Learning and SARSA: Liberating Policy Control from Step-Size Calibration.
CoRR
Hwanwoo Kim, Eric Laber
2025 A conf
Bayesian Optimization with Inexact Acquisition: Is Random Grid Search Sufficient?
UAI
Hwanwoo Kim, Chong Liu, Yuxin Chen
2025 J jnl
Bayesian Optimization with Inexact Acquisition: Is Random Grid Search Sufficient?
CoRR
Hwanwoo Kim, Chong Liu, Yuxin Chen
2025 J jnl
Enhancing Gaussian Process Surrogates for Optimization and Posterior Approximation via Random Exploration.
SIAM/ASA J. Uncertain. Quantification
Hwanwoo Kim, Daniel Sanz-Alonso
2025 J jnl
Implicit Updates for Average-Reward Temporal Difference Learning.
CoRR
Hwanwoo Kim, Dongkyu Derek Cho, Eric Laber
2025 J jnl
Stabilizing Temporal Difference Learning via Implicit Stochastic Approximation.
CoRR
Hwanwoo Kim, Panos Toulis, Eric Laber
2024 J jnl
Bayesian Optimization with Noise-Free Observations: Improved Regret Bounds via Random Exploration.
CoRR
Hwanwoo Kim, Daniel Sanz-Alonso
2024 J jnl
Optimization on Manifolds via Graph Gaussian Processes.
SIAM J. Math. Data Sci.
Hwanwoo Kim, Daniel Sanz-Alonso, Ruiyi Yang
2024 A* conf
ReTaSA: A Nonparametric Functional Estimation Approach for Addressing Continuous Target Shift.
ICLR
Hwanwoo Kim, Xin Zhang, Jiwei Zhao, Qinglong Tian
2024 J jnl
ReTaSA: A Nonparametric Functional Estimation Approach for Addressing Continuous Target Shift.
CoRR
Hwanwoo Kim, Xin Zhang, Jiwei Zhao, Qinglong Tian
2023 A conf
"Plus/minus the learning rate": Easy and Scalable Statistical Inference with SGD.
AISTATS
Jerry Chee, Hwanwoo Kim, Panos Toulis
2022 J jnl
A Variational Inference Approach to Inverse Problems with Gamma Hyperpriors.
SIAM/ASA J. Uncertain. Quantification
Shiv Agrawal, Hwanwoo Kim, Daniel Sanz-Alonso, Alexander Strang
2022 J jnl
Hierarchical Ensemble Kalman Methods with Sparsity-Promoting Generalized Gamma Hyperpriors.
CoRR
Hwanwoo Kim, Daniel Sanz-Alonso, Alexander Strang
2022 J jnl
Optimization on Manifolds via Graph Gaussian Processes.
CoRR
Hwanwoo Kim, Daniel Sanz-Alonso, Ruiyi Yang
2021 J jnl
Graph-based Prior and Forward Models for Inverse Problems on Manifolds with Boundaries.
CoRR
John Harlim, Shixiao W. Jiang, Hwanwoo Kim, Daniel Sanz-Alonso