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cs.LG2026
A Quantum Machine Learning Approach to Content-Based Media Recommendation
Mina Abbaszadeh, Ouissal Moumou, Anna Pearson +4
We use quantum machine learning techniques to develop a content-based media recommender system and evaluate its performance on TV programmes using textual descriptions from one wee…
cs.LG2026
Mu-DisCoCat: A Variational Pipeline for Compositional Generalization on Quantum Processors
Mina Abbaszadeh, Matilda Karabina Moore, Raem Haq +2
Achieving compositional concept generalization (CoCoGen), the ability to understand novel situations by recombining learned primitives, remains a fundamental challenge in artificia…
cs.LG2026
Quantum Models with Multi-Stage Training for Compositional Concept Generalization
Mina Abbaszadeh, Matilda Karabina Moore, Mehrnoosh Sadrzadeh +1
Compositional Concept Generalization (CoCoGen), the ability to systematically recombine learned primitives in novel contexts, is a key challenge for multimodal learning. In this wo…