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2022 Summer & Winter
Sep 2, 2022
정다연
Comparison of FDR controlling method
김규리
False Discovery Rate Control using Covariates
김규환
Principal Fitted Components
Aug 26, 2022
김명준
Propensity Score Matching
Aug 19, 2022
신도협
Anomaly Detection
황서화
Two-stage design for experiments with a large number of hypotheses
Aug 4, 2022
김규환
Knockoff and SDR
Jul 28, 2022
현승엽
History of Boosting Algorithm: AdaBoost, GBM, XGBoost
신도협
FDR control via Data Splitting
Jul 22, 2022
김명준
Mining Association Rules and Classiﬁcation based on Association Rules (CBA)
tutorial
황서화
Addressing Small Sample Replicates in Logfold Change Multiple Testing
Mar 4, 2022
현승엽
ResNet Implementation with PyTorch
신도협
Statistics for High-Dimensional Data - Algorithms for Lasso
김명준
How to use Git?
Feb 25, 2022
김규환
Independent Component Analysis
Feb 18, 2022
김규환
Learning with Kernels
김명준
Natural Language Processing with Deep Learning - Seq2Seq, Attention and Transformer
신도협
Statistics for High-Dimensional Data - Additive Models and Many Smooth Univariate Functions
Feb 11, 2022
현승엽
Convolutional Neural Network
Jan 28, 2022
신도협
Statistics for High-Dimensional Data - Generalized linear Models and Group Lasso
김명준
Natural Language Processing with Deep Learning - Language Models, RNN and LSTM
Jan 21, 2022
현승엽
Introduction to Deep Learning
code
김규환
Reproducing Kernel Hilbert Space
Jan 14, 2022
신도협
Statistics for High-Dimensional Data - Lasso for linear models
김명준
Natural Language Processing with Deep Learning - Introduction and Word Vectors
code
Jan 7, 2022
김규환
Kernel PCA
현승엽
Best Subset, Forward Stepwise or Lasso? Analysis and Recommendations Based on Extensive Comparisons