90 citations · 94 across the 11 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
physics.ao-ph2020
A data-driven approach to the forecasting of ground-level ozone concentration
Dario Marvin, Lorenzo Nespoli, Davide Strepparava +1
The ability to forecast the concentration of air pollutants in an urban region is crucial for decision-makers wishing to reduce the impact of pollution on public health through act…
cs.LG2020★ 3 cited
Multivariate Boosted Trees and Applications to Forecasting and Control
Lorenzo Nespoli, Vasco Medici
Gradient boosted trees are competition-winning, general-purpose, non-parametric regressors, which exploit sequential model fitting and gradient descent to minimize a specific loss…