Generalization analysis of deep nonlinear matrix completion

by LEDENT, Antoine, ALVES, Rodrigo
Published 2024

Context-Aware REpresentation: Jointly learning item features and selection from triplets

by ALVES, Rodrigo, LEDENT, Antoine
Published 2024

Burst-induced Multi-Armed Bandit for learning recommendation

by ALVES, Rodrigo, LEDENT, Antoine, KLOFT, Marius
Published 2021

Uncertainty-adjusted recommendation via matrix factorization with weighted losses

by ALVES, Rodrigo, LEDENT, Antoine, KLOFT, Marius
Published 2023

Uncertainty-adjusted inductive matrix completion with Graph Neural Networks

by KASALICKY, Petr, LEDENT, Antoine, ALVES, Rodrigo
Published 2023

Fine-grained generalization analysis of inductive matrix completion

by LEDENT, Antoine, ALVES, RODRIGO, LEI, Yunwen, KLOFT, Marius
Published 2021

An empirical study of the discreteness prior in low-rank matrix completion

by ALVES, Rodrigo, LEDENT, Antoine, ASSUNÇÃO, Renato, and KLOFT, Marius
Published 2021

Generalization bounds for inductive matrix completion in low-noise settings

by LEDENT, Antoine, ALVES, Rodrigo, LEI, Yunwen, GUERMEUR, Yann, KLOFT, Marius
Published 2023

Recommendations with minimum exposure guarantees: A post-processing framework

by LOPES, Ramon, ALVES, Rodrigo, LEDENT, Antoine, SANTOS, Rodrygo L. T., KLOFT, Marius
Published 2024

Unraveling the dynamics of stable and curious audiences in web systems

by ALVES, Rodrigo, LEDENT, Antoine, ASSUNÇÃO, Renato, VAZ-DE-MELO, Pedro, KLOFT, Marius
Published 2024