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Researcher
Francesco Tonin
- Disciplines:Machine learning and decision making
Affiliations
- Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → Today - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Sep 2019 → 31 Jul 2020
Projects
1 - 1 of 1
- Optimization Frameworks for Deep Kernel MachinesFrom9 Sep 2019 → 21 Dec 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 3 of 3
- Optimization Frameworks for Deep Kernel Machines(2023)
Authors: Francesco Tonin, Johan Suykens, Panos Patrinos
- Extending Kernel PCA through Dualization: Sparsity, Robustness and Fast Algorithms(2023)
Authors: Francesco Tonin, Panos Patrinos, Johan Suykens
Number of pages: 15 - Unsupervised learning of disentangled representations in deep restricted kernel machines with orthogonality constraints(2021)
Authors: Francesco Tonin, Panos Patrinos, Johan Suykens
Pages: 661 - 679