Showing results 1 to 11 of 11
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder Kim, Hyemi; Shin, Seungjae; Jang, JoonHo; Song, Kyungwoo; Joo, Weonyoung; Kang, Wanmo; Moon, Il-Chul, AAAI Conference on Artificial Intelligence (AAAI 2021), pp.8128 - 8136, AAAI, 2021-02-09 |
Directional Analysis of Stochastic Gradient Descent via von Mises-Fisher Distributions in Deep Learning Lee, Cheolhyung; Cho, Kyunghyun; Kang, Wanmo, Thirty-second Conference on Neural Information Processing Systems, Neural Information Processing Systems (NIPS) Foundation, 2018-12-08 |
Fast Simulation of Multifactor Portfolio Credit Risk in the t-Copula Model Kang, Wanmo; Perwez Shahabuddin, The 2005 Winter Simulation Conference, pp.1859 - 1868, Winter Simulation Conference, 2005-12 |
Improved Regret Bounds of Bilinear Bandits using Action Space Analysis Jang, Kyoungseok; Jun, Kwang-Sung; Yun, Seyoung; Kang, Wanmo, International Conference on Machine Learning, pp.4744 - 4754, ICML, 2021-07-22 |
Linear Convergence of Tatonnement in a Bertrand Oligopoly Kang, Wanmo; Phillips, R.; Huh, T. W; Gallego, G., COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2006, pp.794 - 803, SPRINGER-VERLAG BERLIN, 2006-05 |
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 |
Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models Lee, Cheolhyoung; Cho, Kyunghyun; Kang, Wanmo, International Conference on Learning Representations (ICLR), International Conference on Learning Representations, 2020-04-30 |
Optimization problems in the simulation of multifactor portfolio credit risk Kang, Wanmo; Lee, K, COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2006, v.3982, pp.749 - 756, SPRINGER-VERLAG BERLIN, 2006-05 |
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 |
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 |
Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation Kim, Dongjun; Shin, Seungjae; Song, Kyungwoo; Kang, Wanmo; Moon, Il-Chul, The 39th International Conference on Machine Learning, ICML 2022, International Conference on Machine Learning, 2022-07-18 |
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