ResearchBenchmarksFairness-constrained classification on Experiment E1 (test)Fairness-constrained classification on Experiment E1 (test)Follow0.41Best LossAdam0.40640.43070.4550.4793May 18, 2026Evaluation resultsMethodMethodLinksBest LossEpochMean ConstraintMax ConstraintAdam2026.050.4122.5229.807SSL-ALM2026.050.41161.7542SPBM2026.050.4141.3752.018SSw2026.050.521.1731.923