Gayane Taturyan

Gayane Taturyan

Postdoc · S2A, LTCI · Télécom Paris

See also Google Scholar.

Publications and Preprints

A Comprehensive View of Fairness through Distributional Stability
Gayane Taturyan, Charlotte Laclau, Stephan Clémençon · To appear in NeurIPS 2026 [access here]
Randomized multi-class classification under system constraints: a unified approach via post-processing
Evgenii Chzhen, Mohamed Hebiri, Gayane Taturyan · Preprint 2025 [access here]
Regression under demographic parity constraints via unlabeled post-processing
Gayane Taturyan, Evgenii Chzhen, Mohamed Hebiri · NeurIPS 2024 [access here]

Ph.D. Manuscript

Learning with System Constraints: Applications to Fairness
University of Toulouse, 2025. <NNT : 2025TLSES152> [access here]