Jean Medard Ngnotchouye

School of Agriculture and Science, University of KwaZulu-Natal, Pietermaritzburg, KwaZulu-Natal, South Africa

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Publication activitypapers/week, last 8 weeks

Research focus

Constitutional AI & AI Ethics (1)Scalable Oversight & Alignment Theory (1)

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Ange-Clément Akazan (1)Ineza Remy Mugenga (1)Abebe Geletu (1)Issa Karambal (1)

Papers (1)

Aug 10, 2026

School of Agriculture and Science2w ago·also African Institute for Mathematical Sciences, AIMS Research and Innovation Centre

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

ReliableNet is the first method to guarantee that the probability of confident but incorrect predictions stays within a user-defined risk budget across multiple datasets.

Ange-Clément Akazan, Ineza Remy Mugenga, Abebe Geletu +2

Constitutional AI & AI Ethics Scalable Oversight & Alignment Theory

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Jean Medard Ngnotchouye

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)