Arjun Roy

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Boosted Decision Trees

Multi Label Image Annotation

Representer Theorem

Multitask Learning

Top Venues

WIREs Data Mining Knowl. Discov.

Publications

Swati Swati, Arjun Roy, Eirini Ntoutsi
Exploring Fusion Techniques in Multimodal AI-Based Recruitment: Insights from FairCVdb. CoRR (2024)
Chethan Krishnamurthy Ramanaik, Arjun Roy, Eirini Ntoutsi
Adversarial Robustness of VAEs across Intersectional Subgroups. CoRR (2024)
Arjun Roy, Jan Horstmann, Eirini Ntoutsi
Multi-dimensional Discrimination in Law and Machine Learning - A Comparative Overview. FAccT (2023)
Arjun Roy, Jan Horstmann, Eirini Ntoutsi
Multi-dimensional discrimination in Law and Machine Learning - A comparative overview. CoRR (2023)
Arjun Roy, Christos Koutlis, Symeon Papadopoulos, Eirini Ntoutsi
FairBranch: Fairness Conflict Correction on Task-group Branches for Fair Multi-Task Learning. CoRR (2023)
Vasileios Iosifidis, Arjun Roy, Eirini Ntoutsi
Parity-based cumulative fairness-aware boosting. Knowl. Inf. Syst. 64 (10) (2022)
Arjun Roy, Eirini Ntoutsi
Learning to Teach Fairness-Aware Deep Multi-task Learning. ECML/PKDD (1) (2022)
Arjun Roy, Vasileios Iosifidis, Eirini Ntoutsi
Multi-fairness Under Class-Imbalance. DS (2022)
Tai Le Quy, Arjun Roy, Vasileios Iosifidis, Wenbin Zhang, Eirini Ntoutsi
A survey on datasets for fairness-aware machine learning. WIREs Data Mining Knowl. Discov. 12 (3) (2022)
Arjun Roy, Eirini Ntoutsi
Learning to Teach Fairness-aware Deep Multi-task Learning. CoRR (2022)
Tai Le Quy, Arjun Roy, Gunnar Friege, Eirini Ntoutsi
Fair-Capacitated Clustering. EDM (2021)