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Federico Nutarelli, Ph.D.
Federico Nutarelli, Ph.D.
IMT School for Advanced Studies Lucca
Verified email at imtlucca.it - Homepage
Title
Cited by
Cited by
Year
On the trade-off between number of examples and precision of supervision in machine learning problems
G Gnecco, F Nutarelli
Optimization Letters 15 (5), 1711-1733, 2021
102021
On the trade-off between number of examples and precision of supervision in regression
G Gnecco, F Nutarelli
Recent Advances in Big Data and Deep Learning: Proceedings of the INNS Big …, 2020
92020
A machine learning approach to economic complexity based on matrix completion
G Gnecco, F Nutarelli, M Riccaboni
Scientific Reports 12 (1), 9639, 2022
82022
Optimal trade-off between sample size, precision of supervision, and selection probabilities for the unbalanced fixed effects panel data model
G Gnecco, F Nutarelli, D Selvi
Soft Computing 24 (21), 15937-15949, 2020
82020
Optimal trade-off between sample size and precision of supervision for the fixed effects panel data model
G Gnecco, F Nutarelli
Machine Learning, Optimization, and Data Science: 5th International …, 2019
62019
On dispersion curve coloring for mechanical metafilters
A Bacigalupo, ML De Bellis, G Gnecco, F Nutarelli
Scientific Reports 12 (1), 20019, 2022
32022
Optimal trade-off between sample size and precision for the fixed effects generalized least squares panel data model
G Gnecco, F Nutarelli, D Selvi
Machine Learning 110, 1549-1584, 2021
32021
On the trade-off between number of examples and precision of supervision in machine learning problems. Optim. Lett.(2019)
G Gnecco, F Nutarelli
3
Matrix completion of world trade: An analysis of interpretability through Shapley values
G Gnecco, F Nutarelli, M Riccaboni
The World Economy 46 (9), 2707-2731, 2023
22023
Optimal data collection design in machine learning: the case of the fixed effects generalized least squares panel data model
G Gnecco, F Nutarelli, D Selvi
Machine Learning 110 (7), 1549-1584, 2021
22021
At the intersection between machine learning and econometrics: theory and applications
F Nutarelli
IMT School for Advanced Studies Lucca, 2022
12022
On the optimal trade-off between sample size and precision of supervision
G Gnecco, F Nutarelli
Program of the international conference on optimization and decision science …, 2019
12019
On dispersion curve coloring for mechanical metafilters
F Nutarelli, G Gnecco, A Bacigalupo, ML De Bellis
2022
Paper to be presented at DRUID22 Copenhagen Business School, Copenhagen, Denmark June 13-15, 2022
F Nutarelli, M Riccaboni
2022
Product recalls, market size and innovation in the pharmaceutical industry
F Nutarelli, M Riccaboni, A Morescalchi
arXiv preprint arXiv:2111.15389, 2021
2021
Matrix Completion of World Trade
G Gnecco, F Nutarelli, M Riccaboni
2021
Matrix Completion of World Trade
F Nutarelli, M Riccaboni, G Giorgio
Available at SSRN 3923828, 2021
2021
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