Yongchan Kwon

发表

Uncertainty quantification of molecular property prediction using Bayesian neural network models pdf

Seongok Ryu, Woo Youn Kim, Yongchan Kwon, 2018, ArXiv.

Principled analytic classifier for positive-unlabeled learning via weighted integral probability metric

Masashi Sugiyama, Wonyoung Kim, Myunghee Cho Paik, 2019, Machine Learning.

Uncertainty quantification using Bayesian neural networks in classification: Application to biomedical image segmentation

Myunghee Cho Paik, Yongchan Kwon, Joong Ho Won, 2020, Comput. Stat. Data Anal..

Generalized estimating equations with stabilized working correlation structure

Taesung Park, Young-Geun Choi, Andreas Ziegler, 2017, Comput. Stat. Data Anal..

Uncertainty quantification of molecular property prediction with Bayesian neural networks pdf

Seongok Ryu, Woo Youn Kim, Yongchan Kwon, 2019, ArXiv.

Uncertainty quantification using Bayesian neural networks in classification: Application to ischemic stroke lesion segmentation

Myunghee Cho Paik, Joong-Ho Won, Yongchan Kwon, 2018 .

Valid oversampling schemes to handle imbalance

Myunghee Cho Paik, Yongchan Kwon, Younggeun Kim, 2019, Pattern Recognit. Lett..

A Bayesian graph convolutional network for reliable prediction of molecular properties with uncertainty quantification

Seongok Ryu, Woo Youn Kim, Yongchan Kwon, 2019, Chemical science.

Ensemble of Deep Convolutional Neural Networks for Prognosis of Ischemic Stroke

Joong-Ho Won, Han-Byul Lee, Beomjoon Kim, 2016, BrainLes@MICCAI.

A Study on the Improvement of Accessibility to Public Records: Based on the Construction of Subject Thesaurus for Presidential Archives

Hae-young Rieh, Yongchan Kwon, Hyojoo Seong, 2014 .

Efficient computation and analysis of distributional Shapley values

James Zou, Manuel A. Rivas, Yongchan Kwon, 2020, AISTATS.

Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning pdf

Yongchan Kwon, James Y. Zou, James Zou, 2021, AISTATS.

Calibrated propensity score method for survey nonresponse in cluster sampling.

Jae Kwang Kim, Yongchan Kwon, Myunghee Cho Paik, 2016, Biometrika.