An Approximate Support Vector Machines Solver with Budget Control. - Carles Roger Riera Molina; Oriol Pujol (CIARP, 2016)

Solving internal covariate shift in deep learning with linked neurons. - Carles Roger Riera Molina; Oriol Pujol Vila (CoRR, 2017)

Training Thinner and Deeper Neural Networks: Jumpstart Regularization. - Carles Roger Riera Molina; Camilo Rey; Thiago Serra; Eloi Puertas; Oriol Pujol (CPAIOR, 2022)

Unit-Centric Regularization for Efficient Deep Neural Networks. - Carles Roger Riera Molina; Eloi Puertas; Oriol Pujol (IEEE Access, 2025)