JK
Jungtaek Kim
cs.LGstat.MLcs.AIcs.CVcrack lithographycs.CLcs.GRcs.IREMI shieldingflexible transparent electrode
On Valency
published · living versionsW_2y3h6jgr·v1 · currentpublished
Where Should Learning Live? Regret Analysis for Text, Parameter, and Joint Adaptation
with Jaden Park, Jongwon Jeong, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Kangwook Lee
1 version
Preprints & journals
24 papers in the corpus · 2017–2025ReJump: A Tree-Jump Representation for Analyzing and Improving LLM Reasoning2512.00831v2 · Yuchen Zeng, Shuibai Zhang, Wonjun Kang et al.2025 · 0 citationsarXiv
Bayesian Optimization Hackathon for Chemistry and Materials10.26434/chemrxiv-2025-dzh5z · Sterling Baird, Mehrad Ansari, Zartashia Afzal et al.2025 · 1 citationChemRxiv
VersaPRM: Multi-Domain Process Reward Model via Synthetic Reasoning Data2502.06737v2 · Thomas Zeng, Shuibai Zhang, Shutong Wu et al.2025 · 0 citationsarXiv
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning2411.06710v2 · Chaeyun Jang, Hyungi Lee, Jungtaek Kim et al.2024 · 2 citationsarXiv
Exploiting Preferences in Loss Functions for Sequential Recommendation via Weak Transitivity2408.00326v1 · Hyunsoo Chung, Jungtaek Kim, Hyungeun Jo et al.2024 · 0 citationsarXiv
Noise-Adaptive Confidence Sets for Linear Bandits and Application to Bayesian Optimization2402.07341v2 · Kwang-Sung Jun, Jungtaek Kim2024 · 0 citationsarXiv
Flexible Embedded Metal Meshes by Sputter-Free Crack Lithography for Transparent Electrodes and Electromagnetic Interference Shielding.38279914 · Zarei, Mehdi, Li, Mingxuan, Medvedeva, Elizabeth E et al.2024 · 39 citationsACS applied materials & interfaces. 2024;16(5):6382-6393
Beyond Regrets: Geometric Metrics for Bayesian Optimization2401.01981v3 · Jungtaek Kim2024 · 0 citationsarXiv
Generalized Neural Sorting Networks with Error-Free Differentiable Swap Functions2310.07174v2 · Jungtaek Kim, Jeongbeen Yoon, Minsu Cho2023 · 0 citationsarXiv
Density Ratio Estimation-based Bayesian Optimization with Semi-Supervised Learning2305.15612v5 · Jungtaek Kim2023 · 0 citationsarXiv
Budget-Aware Sequential Brick Assembly with Efficient Constraint Satisfaction2210.01021v3 · Seokjun Ahn, Jungtaek Kim, Minsu Cho et al.2022 · 0 citationsarXiv
Learning to Assemble Geometric Shapes2205.11809v2 · Jinhwi Lee, Jungtaek Kim, Hyunsoo Chung et al.2022 · 4 citationsarXiv
On Uncertainty Estimation by Tree-based Surrogate Models in Sequential Model-based Optimization2202.10669v1 · Jungtaek Kim, Seungjin Choi2022 · 3 citationsarXiv
On Evaluation Metrics for Graph Generative Models2201.09871v2 · Rylee Thompson, Boris Knyazev, Elahe Ghalebi et al.2022 · 13 citationsarXiv
Brick-by-Brick: Combinatorial Construction with Deep Reinforcement Learning2110.15481v1 · Hyunsoo Chung, Jungtaek Kim, Boris Knyazev et al.2021 · 13 citationsarXiv
Combinatorial Bayesian Optimization with Random Mapping Functions to Convex Polytopes2011.13094v2 · Jungtaek Kim, Seungjin Choi, Minsu Cho2020 · 1 citationarXiv
Bootstrapping Neural Processes2008.02956v2 · Juho Lee, Yoonho Lee, Jungtaek Kim et al.2020 · 12 citationsarXiv
Combinatorial 3D Shape Generation via Sequential Assembly2004.07414v2 · Jungtaek Kim, Hyunsoo Chung, Jinhwi Lee et al.2020 · 7 citationsarXiv
Bayesian Optimization with Approximate Set Kernels1905.09780v3 · Jungtaek Kim, Michael McCourt, Tackgeun You et al.2019 · 12 citationsarXiv
Practical Bayesian Optimization with Threshold-Guided Marginal Likelihood Maximization1905.07540v2 · Jungtaek Kim, Seungjin Choi2019 · 0 citationsarXiv
MxML: Mixture of Meta-Learners for Few-Shot Classification1904.05658v1 · Minseop Park, Jungtaek Kim, Saehoon Kim et al.2019 · 5 citationsarXiv
On Local Optimizers of Acquisition Functions in Bayesian Optimization1901.08350v4 · Jungtaek Kim, Seungjin Choi2019 · 16 citationsarXiv
Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks1810.00825v3 · Juho Lee, Yoonho Lee, Jungtaek Kim et al.2018 · 642 citationsarXiv
Learning to Warm-Start Bayesian Hyperparameter Optimization1710.06219v3 · Jungtaek Kim, Saehoon Kim, Seungjin Choi2017 · 22 citationsarXiv
Career total: 49 works. 24 are in this corpus.
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