Mathieu Blondel - Concepedia

Author

Mathieu Blondel

Also Known As

Blondel Mathieu, Blondel, Mathieu, M. Blondel, Mathieu Blondel, Niculae, Vlad, Olivier Grisel, Prettenhofer, Peter, Sofie Schiødt

Publications

66.6K

Citations

H-Index

Concepts

All Affiliations

NTT (Japan)Google (United States)Kyoto University Kobe University CEA Paris-Saclay

About

Mathieu Blondel is an author at NTT (Japan) specializing in engineering, computer science, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	20	23	2.9K
2	Language Studies	2	2	84
3	Management	2	2	1.9K
4	Public Health	1	1	20
5	Biostatistics	1	1	20

Mathieu Blondel

Publications

66.4K

Citations

H-Index

Page 1

	Year	Citations
Scikit-learn: Machine Learning in Python Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort, arXiv (Cornell University)	2012	63.3K
API design for machine learning software: experiences from the scikit-learn project Lars Buitinck, Gilles Louppe, Mathieu Blondel, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningElegant InterfaceApi Design	2013	1.8K
API design for machine learning software: experiences from the scikit-learn project Lars Buitinck, Gilles Louppe, Mathieu Blondel, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningElegant InterfaceApi Design	2013	151
Soft-DTW: a Differentiable Loss Function for Time-Series Marco Cuturi, Mathieu Blondel arXiv (Cornell University) Statistical Signal ProcessingDtw GeometryDifferentiable Loss FunctionMachine LearningData Science	2017	140
A Ranking Approach to Genomic Selection Mathieu Blondel, Akio Onogi, Hiroyoshi Iwata, PLoS ONE	2015	82
Large-Scale Optimal Transport and Mapping Estimation Vivien Seguy, Bharath Bhushan Damodaran, Rémi Flamary, arXiv (Cornell University) EngineeringMachine LearningLocation EstimationLocalizationOptimal Transport	2017	79
Block coordinate descent algorithms for large-scale sparse multiclass classification Mathieu Blondel, Kazuhiro Seki, Kuniaki Uehara Machine Learning Classification MethodSparse RepresentationEngineeringMachine LearningData Science	2013	70
Differentiable Dynamic Programming for Structured Prediction and Attention Arthur Mensch, Mathieu Blondel arXiv (Cornell University) Artificial IntelligenceMathematical ProgrammingStructured PredictionEngineeringMachine Learning	2018	55
Deep embedding and alignment of protein sequences Felipe Llinares-López, Quentin Berthet, Mathieu Blondel, Nature Methods	2022	54
Higher-Order Factorization Machines Mathieu Blondel, Akinori Fujino, Naonori Ueda, arXiv (Cornell University) EngineeringMachine LearningSupervised Learning ApproachLink PredictionData Science	2016	51

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