Matteo Fasiolo

According to our database, Matteo Fasiolo authored at least 7 papers between 2018 and 2024.

Collaborative distances:

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

2024

SoftCVI: contrastive variational inference with self-generated soft labels.

Daniel Ward, Mark Beaumont, Matteo Fasiolo

CoRR, 2024

2022

Robust Neural Posterior Estimation and Statistical Model Criticism.

Daniel Ward, Patrick Cannon, Mark Beaumont, Matteo Fasiolo, Sebastian M. Schmon

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Probabilistic Forecasting of Regional Net-Load With Conditional Extremes and Gridded NWP.

Jethro Browell, Matteo Fasiolo

IEEE Trans. Smart Grid, 2021

qgam: Bayesian Nonparametric Quantile Regression Modeling in R.

Matteo Fasiolo, Simon N. Wood, Margaux Zaffran, Raphaël Nedellec, Yannig Goude

J. Stat. Softw., 2021

Daily peak electrical load forecasting with a multi-resolution approach.

Yvenn Amara-Ouali, Matteo Fasiolo, Yannig Goude, Hui Yan

CoRR, 2021

Predicting pasture biomass using a statistical model and machine learning algorithm implemented with remotely sensed imagery.

Daniele De Rosa, Bruno Basso, Matteo Fasiolo, Johannes Friedl, Bill Fulkerson, Peter R. Grace, David W. Rowlings

Comput. Electron. Agric., 2021

2018

Langevin incremental mixture importance sampling.

Matteo Fasiolo, Flávio Eler de Melo, Simon Maskell

Stat. Comput., 2018