Sofien Dhouib

According to our database, Sofien Dhouib authored at least 6 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Cluster Agnostic Network Lasso Bandits.

Sofien Dhouib, Steven Bilaj, Behzad Nourani-Koliji, Setareh Maghsudi

Trans. Mach. Learn. Res., 2025

2024

Meta Learning in Bandits within shared affine Subspaces.

Steven Bilaj, Sofien Dhouib, Setareh Maghsudi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization.

Sofien Dhouib, Setareh Maghsudi

CoRR, 2022

Hypothesis Transfer in Bandits by Weighted Models.

Steven Bilaj, Sofien Dhouib, Setareh Maghsudi

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2020

Margin-aware Adversarial Domain Adaptation with Optimal Transport.

Sofien Dhouib, Ievgen Redko, Carole Lartizien

Proceedings of the 37th International Conference on Machine Learning, 2020

A Swiss Army Knife for Minimax Optimal Transport.

Sofien Dhouib, Ievgen Redko, Tanguy Kerdoncuff, Rémi Emonet, Marc Sebban

Proceedings of the 37th International Conference on Machine Learning, 2020