Lab Members
(Graduate Students under Supervision)
Current Members
Doctoral Students
Sim, Jeong Eun (심정은)
Since 2020 Sep. (학석사 연계과정, 석박통합)
BS in Statistics, Korea University
E-mail: sim0348 At korea Dot ac Dot kr
Lee, Seog Young (이석영)
Since 2020 Mar.
MS in Statistics, Korea University
BA in Spanish Literature/Statistics
E-mail: syl0101 At korea Dot ac Dot kr
Lim, Yeojoo (임여주)
Since 2020 Mar.
MS in Statistics, Korea Universitya
BA in Statistics, Korea University
Email: rawoctop At korea Dot ac Dot kr
Shin, Jeongmin (신정민)
Since 2020 Mar.
MS in Statistics, Purdue University, USA
BS in Statistical Information Analysis, Korea Military Academy
Email: jungminshin At korea Dot ac Dot kr
Master Students
Kim, Hyeyeon (김혜연)
Since 2023 Sep.
BS in Statistics, Korea University
E-mail: yeorii At korea Dot ac Dot kr
Won, Yoonjeong (원윤정)
Since 2023 Sep.
BS in Mathematics / Statistics, Korea University
E-mail: jennie0715 At korea Dot ac Dot kr
Lee, Dakyeong (이다경)
Since 2023 Mar.
BS in Statistics / Data Science Software, Dongguk University
E-mail: ldk1118 At korea Dot ac Dot kr
Jang, Heejung (장희중)
Since 2023 Mar.
BS in Statistics, Korea University
E-mail: vicky4150 At korea Dot ac Dot kr
Hong, Su Been, (홍수빈)
Since 2023 Mar.
BS in Statistics, Duksung Women's University
E-mail: qlsdyald12 At korea Dot ac Dot kr
Lee, Chungeun (이충은)
Since 2023 Sep.
BS in Statistics / Financial Engineering, Korea University
E-mail: lce99 At korea Dot ac Dot kr
Kwak, Dongho (곽동호)
Since 2023 Sep.
BS in Statistics, Korea University
E-mail: kwakdh1 At korea Dot ac Dot kr
Jung, Haewon (정해원)
Since 2023 Mar.
BS in Statistics, Korea University
E-mail: ttom0505 At korea Dot ac Dot kr
Choi, Minkyung (최민경)
Since 2023 Mar.
BS in Statistics / Business, Korea University
E-mail: min0501 At korea Dot ac Dot kr
Old Members
PhD
01. Kim, Hyungwoo (김형우)
2018.3 ~ 2022.2
Thesis: Variable Selection for ROC curve-optimizing Classification
First Job: Postdoc research associate at Seoul National University (School of Public Health)
BS in Statistics, Inha University
MS in Statistics, Korea University
02. Park, Minhyoung (박민형)
2019.3 ~ 2023.2
Thesis: Studies on Support Vector Machines for Fraud Detection
First Job: Republic of Korea Army Headquarters
MS in Industrial Engineering, North Carolina State University, USA.
BS in Civil Engineering, Korea Military Academy
Master
01. Song, Jiyeon (송지연)
2015.3 ~ 2017.8
Thesis: A Two-Step Approach for Variable Selection in Linear Regression with Measurement Error (2016 한국통계학회 춘계학술대회 대학원생 포스터논문상, 장려상)
First Job: University of Connecticut, PhD Student in Statistics
BS in Statistics, Sookmyung Women's University
02. Kim, Hyungwoo (김형우)
2015.3 ~ 2017.2
Thesis: Quantile-slicing estimation for sufficient dimension reduction with censored response (2017 한국통계학회 춘계학술대회 대학원생 발표논문상, 2등)
First Job: Korea University, PhD Student in Statistics
BS in Statistics, Inha University
03. Lee, Kyungeun (이경은)
2015.9 ~ 2017.8
Thesis: Comparative study for feature selection in multiclass classification with ultrahigh-dimensional data (2017 한국통계학회 춘계학술대회 대학원생 포스터논문상, 2등)
First Job: IBM Korea
BS in Statistics, Sookmyung Women's University
04. Kim, Boyoung (김보영)
2016.9 ~ 2018.8
Thesis: Principal weighted logistic regression for sufficient dimension reduction in binary classification
First Job: Samsung Electronics
BA in Sociology / Statistics in Korea University
05. Kim, Byeong Soo (김병수)
2016.9 ~ 2018.8
Thesis: Penalized AUC-Maximizing Support Vector Machine
First Job: Naver
BS in Statistics, Chungnam National university
06. Yang, Martin (양승환)
2017.3 ~ 2019.2
Thesis: Variable selection using forward selection assisted ensemble genetic algorithm
First Job: LG Electronics
BS in Mathematics, Chicago University, USA.
07. Na, Areum (나아름)
2017.3 ~ 2019.2
Thesis: model-free feature screening via fused quantile utility (2018 한국통계학회 추계학술대회 대학원생 발표논문상, 1등)
First Job: KT Corporation
BS in Statistics, Sookmyung Women's University
08. Kim, Dohyeon (김도현)
2017.3 ~ 2019.2
Thesis: The entire regularization paths for the ROC-SVM (2018 한국통계학회 추계학술대회 대학원생 포스터논문상, 2등)
First Job: Line Inc.
BS in Statistics, Dongduk Women's University
09. Lee, Eugene (이유진)
2017.9 ~ 2019.8
Thesis: A model-free soft classification with a functional predictor (2019 한국통계학회 춘계학술대회 대학원생 발표논문상, 장려상)
First Job: Samsung Electronics
BA in English Language and Literature / Statistics, Korea University
10. Oh, Heejun (오희준)
2018.3 ~ 2020.2
Thesis: A Logrank Test based Screening for Ultrahigh-Dimensional Survival Data
First Job: Samsung Electronics
BS in Statistics, Sungkyunkwan University
11. Kang, Jiwon (강지원)
2018.3 ~ 2020.8
Thesis: Variable selection in multicategory angle-based classification
First Job: Florida State University, PhD Student in Statistics
BA in Economics / Statistics, Sookmyung Women's University
12. Seo, Ji Yeon (서지연)
2018.3 ~ 2020.8
Thesis: Homogeneity Pursuit in Support Vector Machine
First Job: SK Hynix Inc.
BS in Statistics, University of Seoul
13. Lee, Junsoo (이준수)
2018.9 ~ 2020.8
Thesis: Adaptive Ridge procedure for L0 penalized Quantile Regression
First Job: Obzen
BS in Applied Mathematics, Hanyang University
14. Bae, Hyeonjoo (배현주)
2019.3 ~ 2020.8 (학부-석사 연계과정)
Thesis: The Use of Support Vector Machines in Semi-Supervised Classification
First Job: Samsung Electronics (삼성전자)
BA in Statistics, Korea University
15. Lee, Seog Young (이석영)
2019.3 ~ 2021.2
Thesis: Variable Selection Using Ensemble Genetic Algorithm in Cox Proportional Hazards Model
First Job: Korea University, PhD student
BA in Spanish Literature / Statistics, Korea University
16. Lee, Seung Tae (이승태)
2019.3 ~ 2021.2
Thesis: A Feature Screening Method for Ultrahigh Dimensional Imbalanced Classification (2020 한국통계학회 추계학술대회 대학원생 포스터 논문상, 장려상)
First Job: Korea Deposit Insurance Corporation (한국예금보험공사)
BA in International Business and Trade, Kyung-Hee University
17. Jang, Hyun Jung (장현정)
2019.3 ~ 2021.2
Thesis: Real-time Sufficient Dimension Reduction in Binary Classification (2020 한국통계학회 추계학술대회 대학원생 발표논문상, 3등)
First Job: OCI Company Ltd.
BA in Statistics, Chung-Ang University
18. Yang, Jayeon (양재연)
2019.9 ~ 2021.8
Thesis: Identifying Interaction Direction for Individualized Treatment Regimes
First Job: Samsung Electronics (삼성전자)
BS in Applied Statistics / Computer Science, Sejong University
19. Park, Soohee (박수희)
2020.3 ~ 2022.2
Thesis: The use of ADMM algorithm for the pariwse-difference penalized problem
First Job: Naver
BS in Statistics, Korea University
20. Yang, Su Hyeong (양수형)
2021.8 ~ 2022.2 (학부-석사 연계과정)
Thesis: Variable Selection in Multicategory Angle-based Classification
First Job: SK Hynix Inc. (SK하이닉스)
BS in Statistics, Korea University
21. Seo, Somi (서소미)
2020.9 ~ 2022.8
Thesis: A Model-free Feature Screening via Mutual Information
First Job: LG Energy Solution (LG 에너지솔루션)
BS in Economics / Statistics, Sookmyung Women's University
22. Oh, Yunseok (오윤석)
2020.9 ~ 2022.8
Thesis: A Forward Sufficient Dimension Reduction using Kernel Quantile Regression
First Job: Financial Supervisory Service (금융감독원)
BS in Statistics, Dongkook University
23. Kim, Hui Jun (김희준)
2021.3 ~ 2023.2
Thesis: Quantile regression with Sparse Group LASSO penalty
First Job: Hyundai Capital (현대캐피탈)
BS in Economics/Statistics, Korea University
24. Jeong, Junsik (정준식)
2021.3 ~ 2023.2
Thesis: Randomized Sketches Approach for Least Squares Support Vector Machine
First Job: Samsung Electronics (삼성전자)
BS in Statistics / Computer Science, Jeonbuk National University
25. Choi, Junghan (최정한)
2021.3 ~ 2023.2
Thesis: A scalable scoring system with application to eyeframe recommendation
First Job: Nexon Korea (넥슨코리아)
BS in Economics / Psychology, Chung-Anang University
26. Park, Soyoon (박소윤)
2020.3 ~ 2023.8
Thesis: Variable Selection in D-learning for Individualized Treatment Regimes
First Job: Hyundai Capital (현대캐피탈)
BS in Statistics, Sookmyung Women's University
27. Kwak, Aram (곽아람)
2021.9 ~ 2023.8
Thesis: Fused Quantile Screening for Ultrahigh-dimensional Survival Model
First Job: LG Hello Mobile (LG 헬로모바일)
BS in Statistics / Business, Sookmyung Women's University
28. Jo, Youngsang (조영상)
2021.9 ~ 2023.8
Thesis: Ensemble Dimension Reduction for Single Index Model
First Job: LG CNS
BS in Statistics , Korea University
29. Choi, Yoonhye (최윤혜)
2021.9 ~ 2023.8
Thesis: Angle-based Direct Learning via Large-margin Unified Machine for binary outcome
First Job: Mirae Asset Securities (미래에셋증권)
BS in Statistics, Sungkyunkwan University
30. Jeong, Seoyeon (정서연)
2022.3 ~ 2024.2
Thesis: A Forward Sufficient Dimension Reduction using Kernel Quantile Regression with a Censored Response
First Job: Hanhwa Life Insurance (한화생명보험)
BS in Statistics/Psychology, Chung-Anang University
31. Kim, Yukyung (김유경)
2021.9 ~ 2023.8
Thesis: A Scalable Algorithm for Kernel Machine via Low Rank Linearization
First Job: KB Securities (KB증권)
BS in Statistics, Sungshin Women's University
32. Park, Juyoung (박주영)
2022.9 ~ 2024.2 (학부-석사 연계과정)
Thesis: A Feature Screening Method in Individualized Treatment Rule using Random Projection Ensemble
First Job: KB Kookmin Card Co., Ltd. (KB카드)
BS in Statistics, Korea University
33. Gu, Minju (구민주)
2022.9 ~ 2024.2 (학부-석사 연계과정)
Thesis: Marginal Screening for MIDAS Regression with Ultrahigh Dimensional Predictors
First Job: KB Securities (KB 증권)
BS in Statistics/Business Administration, Korea University