no code implementations • 18 Apr 2024 • Pivithuru Thejan Amarasinghe, Diem Pham, Binh Tran, Su Nguyen, Yuan Sun, Damminda Alahakoon
This paper introduces a novel approach, evolutionary multi-objective optimisation for fairness-aware self-adjusting memory classifiers, designed to enhance fairness in machine learning algorithms applied to data stream classification.
no code implementations • 22 Sep 2023 • Pivithuru Thejan Amarasinghe, Su Nguyen, Yuan Sun, Damminda Alahakoon
However, developing an LLM for problem formulation is challenging, due to training data, token limitations, and lack of appropriate performance metrics.