crossref2026-04-28
Self-Evolving Machine Learning Models via Meta-Learning and Neural Architecture Search
Vivek Shukla, Atul ., Mehul Kumar Das, Rishabh Tiwari
Despite recent advances in artificial intelligence, static deep learning models still struggle in non-stationary real-world environments because of concept drift. This paper presents a framework for Self-Evolving Machine Learning Models (SE-MLM) that combines the rapid adaptabili…