Mohamed Hebiri
9 papers · 2013–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (12)
π
Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(14)
π±
Topic Pioneer
π
Trend Setter
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Conference Pioneer
Conferences
NIPS (5)
JMLR (2)
ICML (1)
UAI (1)
Top co-authors
Keywords
demographic parity
(4)
fair regression
(3)
conditional variance
(2)
semi-supervised learning
(2)
optimal transport
(1)
sparse estimation
(1)
group sparsity
(1)
fair classification
(1)
multiclass classification
(1)
cross validation
(1)
convex risk minimization
(1)
multi-class classification
(1)
second-order cone programming
(1)
reject option
(1)
variance estimation
(1)
set prediction
(1)
convex programming
(1)
k-nearest neighbor
(1)
confidence set
(1)
sensitive attribute
(1)
Papers
EERO: Early Exit with Reject Option for Efficient Classification with limited budget
UAI 2025
Regression under demographic parity constraints via unlabeled post-processing
NIPS 2024
Fairness guarantees in multi-class classification with demographic parity
JMLR 2024
Regression with reject option and application to kNN
NIPS 2020
Fair regression with Wasserstein barycenters
NIPS 2020
Fair regression via plug-in estimator and recalibration with statistical guarantees
NIPS 2020
Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification
NIPS 2019
Confidence Sets with Expected Sizes for Multiclass Classification
JMLR 2017
Learning Heteroscedastic Models by Convex Programming under Group Sparsity
ICML 2013