Author

Ange-Clément Akazan

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Review Aug 2026

ReliableNet: A Chance-Constrained Approach to Trustworthy Classification in Deep Learning

ReliableNet is the only method certified within the JCW budget for every dataset and seed in distribution, when compared against baselines spanning ERM, post-hoc calibration, conformal risk control, and selective prediction, and selective prediction.

Ange-Clément Akazan, Ineza Remy Mugenga, Abebe Geletu et al. · 0 citations