3 citations · 6 across the 2 of their papers we have counts for
3 papers
VOS: a Method for Variational Oversampling of Imbalanced Data
Val Andrei Fajardo, David Findlay, Roshanak Houmanfar +3
Class imbalanced datasets are common in real-world applications that range from credit card fraud detection to rare disease diagnostics. Several popular classification algorithms a…
On the EM-Tau algorithm: a new EM-style algorithm with partial E-steps
Val Andrei Fajardo, Jiaxi Liang
The EM algorithm is one of many important tools in the field of statistics. While often used for imputing missing data, its widespread applications include other common statistical…
A New Method for Performance Analysis in Nonlinear Dimensionality Reduction
Jiaxi Liang, Shojaeddin Chenouri, Christopher G. Small
In this paper, we develop a local rank correlation measure which quantifies the performance of dimension reduction methods. The local rank correlation is easily interpretable, and…