Toward optimal probabilistic active learning using a Bayesian approach
Work
Year: 2021
Type: article
Abstract: Gathering labeled data to train well-performing machine learning models is one of the critical challenges in many applications. Active learning aims at reducing the labeling costs by an efficient and... more
Source: Machine Learning
Institutions University of Kassel, Utrecht University
Cites: 40
Cited by: 17
Related to: 10
FWCI: 1.774
Citation percentile (by year/subfield): 86
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Sustainable Development Goal Peace, justice, and strong institutions
Open Access status: hybrid
APC paid (est): $2,990
Funder Universität Kassel