Ensembles of Informative Representations for Self-Supervised Learning

KD Polyzos, PA Traganitis, MK Singh… - 2024 IEEE 34th …, 2024 - ieeexplore.ieee.org
The requirement of large-size labeled training datasets often prohibits the deployment of
supervised learning models in several applications with high acquisition costs and privacy …

Simpler Yet Smarter AI: Learn and Optimize With Just a Few Labeled Data

K Polyzos - 2024 - search.proquest.com
Abstract Machine learning (ML) has gained popularity due to its well-documented merits in
several inference tasks across diverse applications including healthcare, robotics and …