Giancarlo Fissore

According to our database, Giancarlo Fissore authored at least 6 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Generative modeling: statistical physics of Restricted Boltzmann Machines, learning with missing information and scalable training of Linear Flows. (Modélisation générative: physique statistique des Machines de Boltzmann Restreintes, apprentissage avec informations manquantes et apprentissage scalable des flux linéaires).

Giancarlo Fissore

PhD thesis, 2022

Simulating Complex Problems Inside a Database.

Giancarlo Fissore, Nikolaos Vasiloglou

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2020

Relative gradient optimization of the Jacobian term in unsupervised deep learning.

Luigi Gresele, Giancarlo Fissore, Adrián Javaloy, Bernhard Schölkopf, Aapo Hyvärinen

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Robust Multi-Output Learning with Highly Incomplete Data via Restricted Boltzmann Machines.

Giancarlo Fissore, Yufei Han, Aurélien Decelle, Cyril Furtlehner

Proceedings of the 9th European Starting AI Researchers' Symposium 2020 co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020

2018

Thermodynamics of Restricted Boltzmann Machines and related learning dynamics.

Aurélien Decelle, Giancarlo Fissore, Cyril Furtlehner

CoRR, 2018

2017

Spectral Learning of Restricted Boltzmann Machines.

Aurélien Decelle, Giancarlo Fissore, Cyril Furtlehner

CoRR, 2017