Matteo Fasiolo

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Remotely Sensed Imagery

Variational Inference

Load Forecasting

Top Venues

Comput. Electron. Agric.

J. Stat. Softw.

Publications

Daniel Ward, Mark Beaumont, Matteo Fasiolo
SoftCVI: contrastive variational inference with self-generated soft labels. CoRR (2024)
Daniel Ward, Patrick Cannon, Mark Beaumont, Matteo Fasiolo, Sebastian M. Schmon
Robust Neural Posterior Estimation and Statistical Model Criticism. NeurIPS (2022)
Daniel Ward, Patrick Cannon, Mark Beaumont, Matteo Fasiolo, Sebastian M. Schmon
Robust Neural Posterior Estimation and Statistical Model Criticism. CoRR (2022)
Yvenn Amara-Ouali, Matteo Fasiolo, Yannig Goude, Hui Yan
Daily peak electrical load forecasting with a multi-resolution approach. CoRR (2021)
Matteo Fasiolo, Simon N. Wood, Margaux Zaffran, Raphaël Nedellec, Yannig Goude
qgam: Bayesian Nonparametric Quantile Regression Modeling in R. J. Stat. Softw. 100 (9) (2021)
Jethro Browell, Matteo Fasiolo
Probabilistic Forecasting of Regional Net-Load With Conditional Extremes and Gridded NWP. IEEE Trans. Smart Grid 12 (6) (2021)
Daniele De Rosa, Bruno Basso, Matteo Fasiolo, Johannes Friedl, Bill Fulkerson, Peter R. Grace, David W. Rowlings
Predicting pasture biomass using a statistical model and machine learning algorithm implemented with remotely sensed imagery. Comput. Electron. Agric. 180 (2021)
Matteo Fasiolo, Flávio Eler de Melo, Simon Maskell
Langevin incremental mixture importance sampling. Stat. Comput. 28 (3) (2018)