41 citations · 41 across the 1 of their papers we have counts for
2 papers
cs.LG2021★ 41 cited
ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning
Hyuck Lee, Seungjae Shin, Heeyoung Kim
Existing semi-supervised learning (SSL) algorithms typically assume class-balanced datasets, although the class distributions of many real-world datasets are imbalanced. In general…
stat.ME2021
Robust Estimation of Sparse Precision Matrix using Adaptive Weighted Graphical Lasso Approach
Peng Tang, Huijing Jiang, Heeyoung Kim +1
Estimation of a precision matrix (i.e., inverse covariance matrix) is widely used to exploit conditional independence among continuous variables. The influence of abnormal observat…