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2025

Instance-Dependent Fixed-Budget Pure Exploration in Reinforcement Learning

The Exploration in AI Today Workshop at ICML 2025

Yeongjong Kim, Yeoneung Kim, Kwang-Sung Jun

2025

Farthest-Point Voronoi Diagrams in the Hilbert Metric

Leibniz International Proceedings in Informatics, LIPIcs

Minju Song, Mook Kwon Jung, Hee-Kap Ahn

2025

Stratified Sampling Algorithms for Machine Learning Methods in Solving Two-scale Partial Differential Equations

Journal of Scientific Computing

Ojeda Avilés, Eddel Elí, Olmos Liceaga, Daniel, Jung, Jae-Hun

2025

JS-type and Z-type weights for fourth-order central-upwind weighted essentially non-oscillatory schemes

Computers and Fluids

Gu, Jiaxi, Chen, Xinjuan, Park, Kwanghyuk, Jung, Jae-Hun

2025

Sobolev training for operator learning

Journal of Computational Physics

Namkyeong Cho, Junseung Ryu, Hyung Ju Hwang

2025

A Physics-Informed Neural Network framework for solving PDEs on point clouds via surface reconstruction

Neural Networks

Ryu, Junseung, Park, Seungtae, Hwang, Hyung Ju

2025

Ancient Mean Curvature Flows With Finite Total Curvature

Transactions of the American Mathematical Society

Choi, Kyeongsu, Huang, Jiuzhou, Lee, Taehun

2025

Quantitative Pointwise Estimates of the Cooling Process for Inelastic Boltzmann Equation

Journal of Statistical Physics

Gayoung An, Jin Woo Jang, Donghyun Lee

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