16 citations · 17 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 1 cited
Graph-based Extreme Feature Selection for Multi-class Classification Tasks
Shir Friedman, Gonen Singer, Neta Rabin
When processing high-dimensional datasets, a common pre-processing step is feature selection. Filter-based feature selection algorithms are not tailored to a specific classificatio…
cs.LG2022★ 16 cited
Adaptive Learning for the Resource-Constrained Classification Problem
Danit Shifman Abukasis, Izack Cohen, Xiaochen Xian +2
Resource-constrained classification tasks are common in real-world applications such as allocating tests for disease diagnosis, hiring decisions when filling a limited number of po…
cs.LG2021
Adaptive Cost-Sensitive Learning in Neural Networks for Misclassification Cost Problems
Ohad Volk, Gonen Singer
We design a new adaptive learning algorithm for misclassification cost problems that attempt to reduce the cost of misclassified instances derived from the consequences of various…