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정윤서 연구실

고려대학교 본교(제1캠퍼스) 데이터과학과

정윤서 교수

Model Selection

Hierarchical Clustering

Convolutional Neural Networks

발행물

전체 논문

29

11

Comparison of Audio Input Representations on Piano Transcription Using Neural Networks
Han, H., Jung, Y.
Journal of the Korean Data & Information Science Society, 2021

12

Modified Check Loss for Efficient Estimation via Model Selection in Quantile Regression
Jung, Y., MacEachern, S. N., Kim, H.
Journal of Applied Statistics, 2021

13

Optimal Regression Parameter-specific Shrinkage by Plug-in Estimation
Jung, Y.
Communications in Statistics – Theory and Methods, 2020

14

A Numerical Study on Group Quantile Regression Models
Kim, D., Jung, Y.
Communications for Statistical Applications and Methods, 2019

15

Nonlinear Regression Models for Heterogeneous Data with Massive Outliers
Jung, Y.
Journal of Applied Statistics, 2019

16

Review: Reversed Low-rank ANOVA Model for Transforming High Dimensional Genetic Data into Low Dimension
Jung, Y., Hu, J.
Journal of the Korean Statistical Society, 2019

17

Transformed Low-rank ANOVA Models for High-dimensional Variable Selection
Jung, Y., Zhang, H., Hu, J.
Statistical Methods in Medical Research, 2019

18

ACE Activity Post-race is Influenced by Furosemide Administration
De Mello Costa, M.F., Ronchi, F.A., Jung, Y., Ivanow, A., Brage, J.V., Ramos. M.T., Casarini, D.E., Slocombe, R.F.
Comparative Exercise Physiology, 2018

19

Multiple Predicting K-fold Cross-validation for Model Selection
Jung, Y.
Journal of Nonparametric Statistics, 2018

20

Shrinkage Estimation of Proportion via Logit Penalty
Jung, Y.
Communications in Statistics - Theory and Methods, 2017