Francesco Tonolini

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Variational Inference

Inverse Problems

Gigabit Ethernet

Top Venues

J. Mach. Learn. Res.

Publications

Francesco Tonolini, Nikolaos Aletras, Jordan Massiah, Gabriella Kazai
Bayesian Prompt Ensembles: Model Uncertainty Estimation for Black-Box Large Language Models. ACL (Findings) (2024)
Zhengxiang Shi, Francesco Tonolini, Nikolaos Aletras, Emine Yilmaz, Gabriella Kazai, Yunlong Jiao
Rethinking Semi-supervised Learning with Language Models. ACL (Findings) (2023)
Zhengxiang Shi, Francesco Tonolini, Nikolaos Aletras, Emine Yilmaz, Gabriella Kazai, Yunlong Jiao
Rethinking Semi-supervised Learning with Language Models. CoRR (2023)
Francesco Tonolini, Nikolaos Aletras, Yunlong Jiao, Gabriella Kazai
Robust Weak Supervision with Variational Auto-Encoders. ICML (2023)
Francesco Tonolini, Pablo Garcia Moreno, Andreas C. Damianou, Roderick Murray-Smith
Tomographic Auto-Encoder: Unsupervised Bayesian Recovery of Corrupted Data. ICLR (2021)
Roderick Murray-Smith, John H. Williamson, Andrew Ramsay, Francesco Tonolini, Simon Rogers, Antoine Loriette
Forward and Inverse models in HCI: Physical simulation and deep learning for inferring 3D finger pose. CoRR (2021)
Francesco Tonolini, Pablo Garcia Moreno, Andreas C. Damianou, Roderick Murray-Smith
Tomographic Auto-Encoder: Unsupervised Bayesian Recovery of Corrupted Data. CoRR (2020)
Francesco Tonolini, Jack Radford, Alex Turpin, Daniele Faccio, Roderick Murray-Smith
Variational Inference for Computational Imaging Inverse Problems. J. Mach. Learn. Res. 21 (2020)
Francesco Tonolini, Ashley Lyons, Piergiorgio Caramazza, Daniele Faccio, Roderick Murray-Smith
Variational Inference for Computational Imaging Inverse Problems. CoRR (2019)
Hunter Gabbard, Chris Messenger, Ik Siong Heng, Francesco Tonolini, Roderick Murray-Smith
Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomy. CoRR (2019)
Alex Turpin, Gabriella Musarra, Valentin Kapitany, Francesco Tonolini, Ashley Lyons, Ilya Starshynov, Federica A. Villa, Enrico Conca, Francesco Fioranelli, Roderick Murray-Smith, Daniele Faccio
Spatial images from temporal data. CoRR (2019)
Francesco Tonolini, Bjørn Sand Jensen, Roderick Murray-Smith
Variational Sparse Coding. UAI (2019)
Francesco Tonolini, Fadel Adib
Networking across boundaries: enabling wireless communication through the water-air interface. SIGCOMM (2018)