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cs.LG2024
Optimisation of federated learning settings under statistical heterogeneity variations
Basem Suleiman, Muhammad Johan Alibasa, Rizka Widyarini Purwanto +3
Federated Learning (FL) enables local devices to collaboratively learn a shared predictive model by only periodically sharing model parameters with a central aggregator. However, F…
cs.LG2021
Man versus Machine: AutoML and Human Experts' Role in Phishing Detection
Rizka Purwanto, Arindam Pal, Alan Blair +1
Machine learning (ML) has developed rapidly in the past few years and has successfully been utilized for a broad range of tasks, including phishing detection. However, building an…