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Junghyun Lee
Junghyun Lee
PhD Student @ KAIST AI (OSI Lab & OptiML Lab)
Email confirmado em kaist.ac.kr - Página inicial
Título
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Ano
Fast and Efficient MMD-based Fair PCA via Optimization over Stiefel Manifold
J Lee, G Kim, M Olfat, M Hasegawa-Johnson, CD Yoo
AAAI 2022 (arXiv:2109.11196) 36 (7), 7363-7371, 2022
212022
Nearly Optimal Latent State Decoding in Block MDPs
Y Jedra, J Lee, A Proutiere, SY Yun
AISTATS 2023 (arXiv:2208.08480) 206, 2805-2904, 2023
122023
Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion
J Lee, SY Yun, KS Jun
AISTATS 2024 (arXiv:2310.18554) 238, 4474-4482, 2024
112024
A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits
J Lee, SY Yun, KS Jun
NeurIPS 2024 (arXiv:2407.13977, ICML 2024 ARLET Workshop oral) 37, 2024
52024
Querying Easily Flip-flopped Samples for Deep Active Learning
SJ Cho, G Kim, J Lee, J Shin, CD Yoo
ICLR 2024 (arXiv:2401.09787), 2024
42024
Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint
J Lee, H Cho, SY Yun, C Yun
NeurIPS 2023 (arXiv:2310.18593) 36, 5126-5167, 2023
42023
Preliminary Empirical Analyses of Clustering in Block MDPs
J Lee, SY Yun
Korea Software Congress 2022, Jeju Island, Republic of Korea, Dec 20-Dec 23, 2022
22022
Gradient Descent with Polyak’s Momentum Finds Flatter Minima via Large Catapults
P Phunyaphibarn, J Lee, B Wang, H Zhang, C Yun
ICML 2024 HiLD Workshop (arXiv:2311.15051), 2024
1*2024
FlickerFusion: Intra-trajectory Domain Generalizing Multi-Agent RL
W Koh, W Oh, S Kim, S Shin, H Kim, J Jang, J Lee, SY Yun
ICLR 2025 (arXiv:2410.15876), 2024
2024
On the Estimation of Linear Softmax Parametrized Markov Chains
K Na, J Lee, SY Yun
한국정보과학회 학술발표논문집, 684-686, 2024
2024
Empirical Analyses of Corruption in the Clustering of Block MDPs
J Lee, SY Yun
정보과학회 컴퓨팅의 실제 논문지 30 (4), 187-192, 2024
2024
On the Estimation of Linear Softmax Parametrized Probability Distributions
M Aghazada, M Benabbasi, J Lee, SY Yun
한국정보과학회 학술발표논문집, 630-632, 2023
2023
Flooding with Absorption: An Efficient Protocol for Heterogeneous Bandits over Complex Networks
J Lee, L Schmid, SY Yun
OPODIS 2023 - best student paper (arXiv:2303.05445), 2023
2023
A Statistical Analysis of Stochastic Gradient Noises for GNNs
J Lee, M Jeong, N Ho, SY Yun
한국정보과학회 학술발표논문집, 1025-1027, 2022
2022
Preliminary Evaluation of SWAY in Permutation Decision Space via a Novel Euclidean Embedding
J Lee, C Jung, YH Park, D Lee, J Yoon, S Yoo
SSBSE 2021 12914, 26–40, 2021
2021
Some Loci in the Animation of a Sangaku Diagram
J Lee, M Hwang, C Bae
Forum Geometricorum 16, 187-191, 2016
2016
SWAY for Decision Space of Permutations with Case Study on Test Case Prioritisation
J Lee, C Jung, YH Park, D Lee
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Artigos 1–17