Showing results 1 to 20 of 503
Two-timescale Extragradient for Finding Local Minimax Points Chae, Jiseok; Kim, Kyuwon; Kim, Donghwan, The Twelfth International Conference on Learning Representations, ICLR 2024, International Conference on Learning Representations, 2024-05-08 |
Minimax Risks and Optimal Procedures for Estimation under Functional Local Differential Privacy Lee, Bonwoo; Ahn, Jeongyoun; Park, Cheolwoo, 37th Conference on Neural Information Processing Systems, NeurIPS 2023, Neural information processing systems foundation, 2023-12-13 |
A Non-overlapping Domain Decomposition Method for Physics Informed Neural Networks Solving Elliptic PDEs 이창옥; 이영규, 2023 대한수학회 가을 연구발표회, 대한수학회, 2023-10-28 |
Multiple zeta values and Hopf algebra structures Im, Bo-Hae, Women in Automorphic forms 2023, University of Konstanz, 2023-10-06 |
Multiple zeta values in positive characteristic I : Zagier-Hoffman's Conjectures Im, Bo-Hae, The 4th Korea-France Conference in Mathematics, KIAS, 2023-08-25 |
Individual tooth segmentation in human teeth images using pseudo edge-region obtained by deep neural networks Kim, Seongeun; Lee, Chang-Ock, 10th International Congress on Industrial and Applied Mathematics, ICIAM 2023, Japan Society for Industrial and Applied Mathematics, 2023-08-24 |
Kernel Sufficient Dimension Reduction and Variable Selection for Compositional Data via Amalgamation Park, Jun Young; Ahn, Jeongyoun; Park, Cheolwoo, 40th International Conference on Machine Learning, ICML 2023, pp.27034 - 27047, ML Research Press, 2023-07-27 |
Kernel Sufficient Dimension Reduction and Variable Selection for Compositional Data via Amalgamation Park, Jun Young; Ahn, Jeongyoun; Park, Cheolwoo, 40th International Conference on Machine Learning, ICML 2023, pp.27034 - 27047, ML Research Press, 2023-07-27 |
SAAL: Sharpness-Aware Active Learning Kim, Yoon-Yeong; Cho, Youngjae; Jang, JoonHo; Na, Byeonghu; Kim, Yeongmin; Song, Kyungwoo; Kang, Wanmo; et al, 40th International Conference on Machine Learning, ICML 2023, pp.16424 - 16440, ML Research Press, 2023-07-25 |
Towards Understanding Ensemble Distillation in Federated Learning Park, Sejun; Hong, Kihun; Hwang, Ganguk, The 40th International Conference on Machine Learning (ICML), ICML, 2023-07-24 |
Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models Kim, Dongjun; Kim, Yeongmin; Kwon, Se Jung; Kang, Wanmo; Moon, Il-Chul, 40th International Conference on Machine Learning, ICML 2023, pp.16567 - 16598, ML Research Press, 2023-07-23 |
Open Problem: Is There a First-Order Method that Only Converges to Local Minimax Optima? Chae, Jiseok; Kim, Kyuwon; Kim, Donghwan, 36th Annual Conference on Learning Theory, COLT 2023, pp.5957 - 5964, ML Research Press, 2023-07-15 |
Large deviations for the largest eigenvalue of Gaussian networks with constant average degree Ganguly, Shirshendu; 남경식, 대한수학회 봄 연구발표회 2023, 대한수학회, 2023-04-28 |
PIXEL: Physics-Informed Cell Representations for Fast and Accurate PDE Solvers Kang, Namgyu; Lee, Byeonghyeon; Yun, Seok-Bae; Hong, Youngjoon; Park, Eunbyung, 37th AAAI Conference on Artificial Intelligence, AAAI 2023, Association for the Advancement of Artificial Intelligence, 2023-02-07 |
Conflict-free hypergraph matchings Glock, Stefan; Joos, Felix; Kim, Jaehoon; Kühn, Marcus; Lichev, Lyuben, ACM-SIAM Symposium on Discrete Algorithms (SODA23), pp.2991 - 3005, Society for Industrial and Applied Mathematics, 2023-01-24 |
Large deviations for the largest eigenvalue of Gaussian networks with constant average degree Ganguly, Shirshendu; Nam, Kyeongsik, Topics in High Dimensional Probability, International Centre for Theoretical Sciences, 2023-01-11 |
Zagier-Hoffman's conjectures in positive characterisitc Im, Bo-Hae, The 10th(2022) NCTS-POSTECH-PMI Joint Workshop on Number Theory, National Taiwa University, 2022-12-28 |
Chemotherapy delivery time affects anti-lymphoma treatment outcome in a sex-dependent manner Park, Y; Byun, Ja Min; Lee, Jeong-Ok; Kim, Jae Kyoung; Koh, Youngil, ESMO Asia Congress, pp.S1517, ELSEVIER, 2022-12 |
Maximum Likelihood Training of Implicit Nonlinear Diffusion Model Kim, Dongjun; Na, Byeonghu; Kwon, Se Jung; Lee, Dongsoo; Kang, Wanmo; Moon, Il-Chul, 36th Annual Conference on Neural Information Processing Systems (NeurIPS 2022), Neural Information Processing Systems, 2022-11-28 |
Two-level Group Convolution Lee, Chang-Ock; Lee, YoungKyu; Park, Jongho, SIAM Conference on Mathematics of Data Science, Society for Industrial and Applied Mathematics, 2022-09-30 |
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