· ai
Grid Search, Random Search, Genetic Algorithm: A Big Comparison for NAS
Introduction Which method finds better neural networks—slow search, random tries, or evolutionary picks? We examined three simple approaches for searching neur...
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- · ai
[Paper] Evolved SampleWeights for Bias Mitigation: Effectiveness Depends on Optimization Objectives
Machine learning models trained on real-world data may inadvertently make biased predictions that negatively impact marginalized communities. Reweighting is a m...