Hebiri, Mohamed

11 publications

NeurIPS 2025 Class Conditional Conformal Prediction for Multiple Inputs by P-Value Aggregation Jean-Baptiste Fermanian, Mohamed Hebiri, Joseph Salmon

UAI 2025 EERO: Early Exit with Reject Option for Efficient Classification with Limited Budget Florian Valade, Mohamed Hebiri, Paul Gay

MLJ 2024 Active Learning Algorithm Through the Lens of Rejection Arguments Christophe Denis, Mohamed Hebiri, Boris Ndjia Njike, Xavier Siebert

JMLR 2024 Fairness Guarantees in Multi-Class Classification with Demographic Parity Christophe Denis, Romuald Elie, Mohamed Hebiri, François Hu

NeurIPS 2024 Regression Under Demographic Parity Constraints via Unlabeled Post-Processing Gayane Taturyan, Evgenii Chzhen, Mohamed Hebiri

NeurIPS 2020 Fair Regression via Plug-in Estimator and Recalibration with Statistical Guarantees Evgenii Chzhen, Christophe Denis, Mohamed Hebiri, Luca Oneto, Massimiliano Pontil

NeurIPS 2020 Fair Regression with Wasserstein Barycenters Evgenii Chzhen, Christophe Denis, Mohamed Hebiri, Luca Oneto, Massimiliano Pontil

NeurIPS 2020 Regression with Reject Option and Application to kNN Ahmed Zaoui, Christophe Denis, Mohamed Hebiri

NeurIPS 2019 Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification Evgenii Chzhen, Christophe Denis, Mohamed Hebiri, Luca Oneto, Massimiliano Pontil

JMLR 2017 Confidence Sets with Expected Sizes for Multiclass Classification Christophe Denis, Mohamed Hebiri

ICML 2013 Learning Heteroscedastic Models by Convex Programming Under Group Sparsity Arnak Dalalyan, Mohamed Hebiri, Katia Meziani, Joseph Salmon