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2020 – today
- 2024
[c6]Francesco Tonolini, Nikolaos Aletras, Jordan Massiah, Gabriella Kazai:
Bayesian Prompt Ensembles: Model Uncertainty Estimation for Black-Box Large Language Models. ACL (Findings) 2024: 12229-12272- 2023
- [c5]Zhengxiang Shi, Francesco Tonolini, Nikolaos Aletras, Emine Yilmaz, Gabriella Kazai, Yunlong Jiao:
Rethinking Semi-supervised Learning with Language Models. ACL (Findings) 2023: 5614-5634 - [c4]Francesco Tonolini, Nikolaos Aletras, Yunlong Jiao, Gabriella Kazai:
Robust Weak Supervision with Variational Auto-Encoders. ICML 2023: 34394-34408 - [i6]Zhengxiang Shi, Francesco Tonolini, Nikolaos Aletras, Emine Yilmaz, Gabriella Kazai, Yunlong Jiao:
Rethinking Semi-supervised Learning with Language Models. CoRR abs/2305.13002 (2023) - 2021
- [c3]Francesco Tonolini, Pablo Garcia Moreno, Andreas C. Damianou, Roderick Murray-Smith:
Tomographic Auto-Encoder: Unsupervised Bayesian Recovery of Corrupted Data. ICLR 2021 - [i5]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 abs/2109.03366 (2021) - 2020
- [j1]Francesco Tonolini, Jack Radford
, Alex Turpin, Daniele Faccio, Roderick Murray-Smith:
Variational Inference for Computational Imaging Inverse Problems. J. Mach. Learn. Res. 21: 179:1-179:46 (2020) - [i4]Francesco Tonolini, Pablo Garcia Moreno, Andreas C. Damianou, Roderick Murray-Smith:
Tomographic Auto-Encoder: Unsupervised Bayesian Recovery of Corrupted Data. CoRR abs/2006.16938 (2020)
2010 – 2019
- 2019
- [c2]Francesco Tonolini, Bjørn Sand Jensen, Roderick Murray-Smith:
Variational Sparse Coding. UAI 2019: 690-700 - [i3]Francesco Tonolini, Ashley Lyons, Piergiorgio Caramazza, Daniele Faccio, Roderick Murray-Smith:
Variational Inference for Computational Imaging Inverse Problems. CoRR abs/1904.06264 (2019) - [i2]Hunter Gabbard, Chris Messenger, Ik Siong Heng, Francesco Tonolini, Roderick Murray-Smith:
Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomy. CoRR abs/1909.06296 (2019) - [i1]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 abs/1912.01413 (2019) - 2018
- [c1]Francesco Tonolini, Fadel Adib:
Networking across boundaries: enabling wireless communication through the water-air interface. SIGCOMM 2018: 117-131
Coauthor Index
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