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Federico Nutarelli

Observed names: Federico, Nutarelli, NUTARELLI, FEDERICO, Nutarelli, Federico
ORCID: 0000-0002-4866-3722
Observed ORCID: 0000-0002-4866-3722
OpenAlex ID: A5072508492
A machine learning approach to economic complexity based on matrix completion
2022 · Giorgio Gnecco, Federico Nutarelli, et al. · Scientific Reports · 13
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On the trade-off between number of examples and precision of supervision in machine learning problems
2019 · Giorgio Gnecco, Federico Nutarelli · Optimization Letters · 13
Optimal trade-off between sample size, precision of supervision, and selection probabilities for the unbalanced fixed effects panel data model
2020 · Giorgio Gnecco, Federico Nutarelli, et al. · Soft Computing · 11
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On the Trade-Off Between Number of Examples and Precision of Supervision in Regression
2019 · Giorgio Gnecco, Federico Nutarelli · Proceedings of the international neural networks society · 8
Optimal data collection design in machine learning: the case of the fixed effects generalized least squares panel data model
2021 · Giorgio Gnecco, Federico Nutarelli, et al. · Machine Learning · 7
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Optimal Trade-Off Between Sample Size and Precision of Supervision for the Fixed Effects Panel Data Model
2019 · Giorgio Gnecco, Federico Nutarelli · Lecture notes in computer science · 6
Assessing the Heterogeneous Impact of Economy‐Wide Shocks: A Causal Machine Learning Approach Applied to Colombian Firms
2026 · Federico Nutarelli, Víctor Ortiz‐Giménez, et al. · Oxford Bulletin of Economics and Statistics · 5
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Matrix completion of world trade: An analysis of interpretability through Shapley values
2023 · Giorgio Gnecco, Federico Nutarelli, et al. · World Economy · 5
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On dispersion curve coloring for mechanical metafilters
2022 · Andrea Bacigalupo, Maria Laura De Bellis, et al. · Scientific Reports · 5
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Modeling innovation ecosystem dynamics through interacting reinforced Bernoulli processes
2026 · Giacomo Aletti, Irene Crimaldi, et al. · Research Policy · 3
Predicting the technological complexity of global cities based on unsupervised and supervised machine learning methods
2025 · Federico Nutarelli, Samuel Edet, et al. · Journal of Economic Behavior & Organization · 2
Learning to Import through Production Networks
2024 · Huremović, Kenan, Nutarelli, Federico, et al. · RePEc: Research Papers in Economics · 2
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Product recalls, market size and innovation in the pharmaceutical industry
2021 · Nutarelli, Federico, Riccaboni, Massimo, et al. · RePEc: Research Papers in Economics · 1
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Matrix Completion of World Trade
2021 · Giorgio, Gnecco, Federico, Nutarelli, et al. · RePEc: Research Papers in Economics · 1
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The Determinants of Science-Based Green Patents
2024 · Federico Nutarelli, Nicoletta Corrocher, et al. · SSRN Electronic Journal
Review of: "Causality in Machine Learning: Innovating Model Generalization through Inference of Causal Relationships from Observational Data"
2023 · Federico Nutarelli · Qeios
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Matrix Completion of World Trade
2021 · Giorgio Gnecco, Federico Nutarelli, et al. · Research Square
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Works count: 21
Citation count: 83
H-index: 6
I10-index: 3
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