Rodrigo Alves

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 17

Top Topics

Incomplete Data

Matrix Completion

Collaborative Filtering

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Preregister@NeurIPS

Publications

Ramon Lopes, Rodrigo Alves, Antoine Ledent, Rodrygo L. T. Santos, Marius Kloft
Recommendations with minimum exposure guarantees: A post-processing framework. Expert Syst. Appl. 236 (2024)
Rodrigo Alves
Regionalization-Based Collaborative Filtering: Harnessing Geographical Information in Recommenders. ACM Trans. Spatial Algorithms Syst. 10 (2) (2024)
Rodrigo Alves, Antoine Ledent, Renato Assunção, Pedro O. S. Vaz de Melo, Marius Kloft
Unraveling the Dynamics of Stable and Curious Audiences in Web Systems. WWW (2024)
Petr Kasalický, Antoine Ledent, Rodrigo Alves
Uncertainty-adjusted Inductive Matrix Completion with Graph Neural Networks. RecSys (2023)
Petr Kasalický, Rodrigo Alves, Pavel Kordík
Bridging Offline-Online Evaluation with a Time-dependent and Popularity Bias-free Offline Metric for Recommenders. EvalRS@KDD (2023)
Antoine Ledent, Rodrigo Alves, Yunwen Lei, Yann Guermeur, Marius Kloft
Generalization Bounds for Inductive Matrix Completion in Low-Noise Settings. AAAI (2023)
Antoine Ledent, Rodrigo Alves, Marius Kloft
Orthogonal Inductive Matrix Completion. IEEE Trans. Neural Networks Learn. Syst. 34 (5) (2023)
Petr Kasalický, Rodrigo Alves, Pavel Kordík
Bridging Offline-Online Evaluation with a Time-dependent and Popularity Bias-free Offline Metric for Recommenders. CoRR (2023)
Antoine Ledent, Rodrigo Alves, Yunwen Lei, Yann Guermeur, Marius Kloft
Generalization Bounds for Inductive Matrix Completion in Low-noise Settings. CoRR (2022)
Vojtech Vancura, Rodrigo Alves, Petr Kasalický, Pavel Kordík
Scalable Linear Shallow Autoencoder for Collaborative Filtering. RecSys (2022)
Rodrigo Alves, Antoine Ledent, Marius Kloft
Burst-induced Multi-Armed Bandit for Learning Recommendation. RecSys (2021)
Antoine Ledent, Rodrigo Alves, Yunwen Lei, Marius Kloft
Fine-grained Generalization Analysis of Inductive Matrix Completion. NeurIPS (2021)
Rodrigo Alves, Antoine Ledent, Renato Assunção, Marius Kloft
An Empirical Study of the Discreteness Prior in Low-Rank Matrix Completion. Preregister@NeurIPS (2020)
Antoine Ledent, Rodrigo Alves, Marius Kloft
Orthogonal Inductive Matrix Completion. CoRR (2020)
Rafaela Covello de Freitas, Rodrigo Alves, Abel G. da Silva Filho, Ricardo Emmanuel de Souza, Byron L. D. Bezerra, Wellington P. dos Santos
Electromyography-controlled car: A proof of concept based on surface electromyography, Extreme Learning Machines and low-cost open hardware. Comput. Electr. Eng. 73 (2019)
Marta Carvalho, Ricardo Domingues, Rodrigo Alves, António Pereira, Nuno Costa
Yet Another Virtual Butler to Bridge the Gap Between Users and Ambient Assisted Living. WorldCIST (2) (2019)
Marta Carvalho, Rodrigo Alves, Catarina I. Reis, Ricardo Martinho, Pedro Sousa, Pedro Gaspar
Teenpower: an integrated architecture for an mHealth platform designed for e-Empowering teenagers to prevent obesity : A showcase of the TeenPower platform. HealthCom (2018)
Pedro O. S. Vaz de Melo, Christos Faloutsos, Renato M. Assunção, Rodrigo Alves, Antonio A. F. Loureiro
Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times. ACM Trans. Knowl. Discov. Data 9 (3) (2015)
Pedro O. S. Vaz de Melo, Christos Faloutsos, Renato M. Assunção, Rodrigo Alves, Antonio A. F. Loureiro
Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times. CoRR (2014)