Search Results for author: Alberto Gasparin

Found 4 papers, 2 papers with code

Uncertainty Calibration in Bayesian Neural Networks via Distance-Aware Priors

no code implementations17 Jul 2022 Gianluca Detommaso, Alberto Gasparin, Andrew Wilson, Cedric Archambeau

As we move away from the data, the predictive uncertainty should increase, since a great variety of explanations are consistent with the little available information.

regression

Ranking Micro-Influencers: a Novel Multi-Task Learning and Interpretable Framework

no code implementations29 Jul 2021 Adam Elwood, Alberto Gasparin, Alessandro Rozza

With the rise in use of social media to promote branded products, the demand for effective influencer marketing has increased.

Marketing Multi-Task Learning

Deep Learning for Time Series Forecasting: The Electric Load Case

2 code implementations22 Jul 2019 Alberto Gasparin, Slobodan Lukovic, Cesare Alippi

Management and efficient operations in critical infrastructure such as Smart Grids take huge advantage of accurate power load forecasting which, due to its nonlinear nature, remains a challenging task.

Load Forecasting Management +3

Cannot find the paper you are looking for? You can Submit a new open access paper.