ResearchBenchmarksFairness-constrained classification on Experiment E3 (test)Fairness-constrained classification on Experiment E3 (test)Follow0.42Best LossAdam0.4140.45450.4950.5355May 18, 2026Evaluation resultsMethodMethodLinksBest LossEpochMean Constraint ViolationMax Constraint ViolationAdam2026.050.423000.369SSL-ALM2026.050.512700.109SPBM2026.050.521000.109SSW2026.050.572200.107