Concepedia

Francesco Orabona

FO

53

Publications

2.7K

Citations

29

H-Index

2005

Active since

Affiliations

Idiap Research Institute(Current)

University of Milan

Toyota Technological Institute at Chicago

École Polytechnique Fédérale de Lausanne

University of Genoa

Francesco Orabona is an author at Idiap Research Institute specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringMachine LearningComputer ScienceData SciencePattern RecognitionDeep LearningArtificial IntelligenceImage AnalysisMachine VisionComputer Vision

Publications per year

2005–2022

53

Publications

53

Safety in numbers: Learning categories from few examples with multi model knowledge transfer

Tatiana Tommasi, Francesco Orabona, Barbara Caputo · 2010 · 225 citations · Full text

Artificial Intelligence, Multiple Instance Learning, Engineering +24

Learning Categories From Few Examples With Multi Model Knowledge Transfer

Tatiana Tommasi, Francesco Orabona, Barbara Caputo · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 188 citations

Few-shot Learning, Multiple Instance Learning, Engineering +21

From N to N+1: Multiclass Transfer Incremental Learning

Ilja Kuzborskij, Francesco Orabona, Barbara Caputo · 2013 · 143 citations · Full text

Few-shot Learning, Incremental Learning, Machine Vision +15

Stability and Hypothesis Transfer Learning

Ilja Kuzborskij, Francesco Orabona · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2013 · 128 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +13

Learning from Candidate Labeling Sets

Jie Luo, Francesco Orabona · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2010 · 126 citations · Full text

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