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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
Farthest-Point Voronoi Diagrams in the Hilbert Metric
Leibniz International Proceedings in Informatics, LIPIcs
Minju Song, Mook Kwon Jung, Hee-Kap Ahn
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
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
Sobolev training for operator learning
Journal of Computational Physics
Namkyeong Cho, Junseung Ryu, Hyung Ju Hwang
A Physics-Informed Neural Network framework for solving PDEs on point clouds via surface reconstruction
Neural Networks
Ryu, Junseung, Park, Seungtae, Hwang, Hyung Ju
Ancient Mean Curvature Flows With Finite Total Curvature
Transactions of the American Mathematical Society
Choi, Kyeongsu, Huang, Jiuzhou, Lee, Taehun
Quantitative Pointwise Estimates of the Cooling Process for Inelastic Boltzmann Equation
Journal of Statistical Physics
Gayoung An, Jin Woo Jang, Donghyun Lee