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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…Read more