Concepedia

Mateusz Budnik

MB

3

Publications

87

Citations

3

H-Index

2013

Active since

Affiliations

Université de Rennes(Current)

Institut de Recherche en Informatique et Systèmes Aléatoires

Institut national de recherche en sciences et technologies du numérique

Centre National de la Recherche Scientifique

Mateusz Budnik is an author at Université de Rennes specializing in engineering, data science, and pattern recognition.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningKnowledge DiscoveryPattern RecognitionDiagnosisManagementStatisticsData Mining

Publications per year

2013–2021

3

Publications

3

Rethinking deep active learning: Using unlabeled data at model training

Oriane Siméoni, Mateusz Budnik, Yannis Avrithis et al. · 2021 · 47 citations

Artificial Intelligence, Few-shot Learning, Multiple Instance Learning +22

Asymmetric metric learning for knowledge transfer

Mateusz Budnik, Yannis Avrithis · 2021 · 26 citations

On optimal settings of classification tree ensembles for medical decision support

Mateusz Budnik, Bartosz Krawczyk · Health Informatics Journal · 2013 · 14 citations · Full text

Engineering, Machine Learning, Diagnosis +23

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