Shrigyan Brahmachari , J. Lumbreras, M. Tomamichel. Quantum contextual bandits and recommender systems for quantum data.
Publications
J. Lumbreras, M. Tomamichel. (2024). Linear bandits with polylogarithmic minimax regret. Machine Learning1 39
Marco Fanizza, J. Lumbreras, Andreas Winter. (2024). Quantum theory in finite dimension cannot explain every general process with finite memory. Comm. Math. Phys.405
J. Lumbreras, E.Haapasalo, M. Tomamichel. (2022). Multi-armed quantum bandits: Exploration versus exploitation when learning properties of quantum states. Quantum06 749
Carlos Bravo-Prieto, J. Lumbreras, Luca Tagliacozzo, J. I. Latorre. (2020). Scaling of variational quantum circuit depth for condensed matter systems. Quantum4 272