most citedMitigating shortage of labeled data using clustering-based active learning with diversity exploration

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

astro-ph.GA2023

Optical polarisation study of Galactic Open clusters

Namita Uppal, Shashikiran Ganesh, Santosh Joshi +3

Dust is a ubiquitous component in our Galaxy. It accounts for only mass of the ISM but still is an essential part of the Galaxy. It affects our view of the Galaxy by obscurin…

cs.LG2022★ 2 cited

Mitigating shortage of labeled data using clustering-based active learning with diversity exploration

Xuyang Yan, Shabnam Nazmi, Biniam Gebru +4

In this paper, we proposed a new clustering-based active learning framework, namely Active Learning using a Clustering-based Sampling (ALCS), to address the shortage of labeled dat…