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Luca Oneto · Study
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Author
Luca Oneto
13 works
· latest 2022
· 3 institutions
cluster: provisional
ORCID 0000-0002-8445-395X
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Citations
1,114
Works here
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Most cited in this library
Fairness in Machine Learning
2020 · 299 citations
Technical analysis and sentiment embeddings for market trend prediction
2019 · 293 citations
Empirical Risk Minimization under Fairness Constraints
2018 · 157 citations
Eleven quick tips for data cleaning and feature engineering
2022 · 65 citations
Taking Advantage of Multitask Learning for Fair Classification
2019 · 64 citations
Works
13 shown
Eleven quick tips for data cleaning and feature engineering
PLoS Computational Biology
·
2022
·
3 authors
·
Open access
65
citations
Deep fair models for complex data: Graphs labeling and explainable face recognition
Neurocomputing
·
2021
·
5 authors
·
Open access
25
citations
Fair Regression via Plug-in Estimator and Recalibration With Statistical Guarantees
HAL
·
2020
·
4 authors
·
other
·
Open access
19
citations
Learning Fair and Transferable Representations with Theoretical Guarantees
IEEE International Conference on Data Science and Advanced Analytics (DSAA)
·
2020
·
3 authors
·
other
20
citations
Identifying the Determinants of Innovation Capability With Machine Learning and Patents
IEEE Transactions on Engineering Management
·
2020
·
4 authors
52
citations
General Fair Empirical Risk Minimization
International Joint Conference on Neural Networks (IJCNN)
·
2020
·
3 authors
·
other
·
Open access
29
citations
Fair Regression with Wasserstein Barycenters
arXiv (Cornell University)
·
2020
·
4 authors
·
preprint
·
Open access
46
citations
Fairness in Machine Learning
Studies in computational intelligence
·
2020
·
2 authors
·
chapter
·
Open access
299
citations
Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification
arXiv (Cornell University)
·
2019
·
4 authors
·
preprint
·
Open access
34
citations
Technical analysis and sentiment embeddings for market trend prediction
Expert Systems with Applications
·
2019
·
5 authors
293
citations
Innovation Capability of Firms: A Big Data Approach with Patents
Proceedings of the international neural networks society
·
2019
·
4 authors
·
other
11
citations
Taking Advantage of Multitask Learning for Fair Classification
Proceedings of the AAAI/ACM Conference on AI Ethics and Society
·
2019
·
4 authors
·
other
·
Open access
64
citations
Empirical Risk Minimization under Fairness Constraints
arXiv (Cornell University)
·
2018
·
5 authors
·
preprint
·
Open access
157
citations