74 citations
- Politecnico di TorinoIT54 papers
- National University of UzbekistanUZ5 papers
- Heinrich Heine University DüsseldorfDE3 papers
- Westminster International University in TashkentUZ3 papers
- Brown UniversityUS2 papers
- Ho Chi Minh City University of EducationVN2 papers
- Huaqiao UniversityCN2 papers
- Institute of PhysicsPL2 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di TorinoIT2 papers
- Kazan Federal UniversityRU2 papers
- Osaka City UniversityJP2 papers
- Tohoku UniversityJP2 papers
Showing 2020 · cs.LGShow all
2 papers · 2 filters
cs.LG2020★ 29 cited
Modeling Generalization in Machine Learning: A Methodological and Computational Study
Pietro Barbiero, Giovanni Squillero, Alberto Tonda
As machine learning becomes more and more available to the general public, theoretical questions are turning into pressing practical issues. Possibly, one of the most relevant conc…
cs.LG2020★ 3 cited
Uncovering Coresets for Classification With Multi-Objective Evolutionary Algorithms
Pietro Barbiero, Giovanni Squillero, Alberto Tonda
A coreset is a subset of the training set, using which a machine learning algorithm obtains performances similar to what it would deliver if trained over the whole original data. C…