Fabián Pedregosa - Concepedia

Author

Fabián Pedregosa

Also Known As

De Buyl, Pierre, F Pedregosa, Fabian Pedregosa, Fabián Pedregosa, Fleet, David J., H Sebastian, Jnothman, Pedregosa, Fabian, Skipper Seabold, Vahtras, Olav

Publications

65.8K

Citations

H-Index

Concepts

All Affiliations

Département d'Informatique Commissariat à l'Énergie Atomique et aux Énergies Alternatives Institut national de recherche en sciences et technologies du numérique CEA Paris-Saclay Laboratoire Traitement et Communication de l’Information

About

Fabián Pedregosa is an author at Département d'Informatique specializing in engineering, computer science, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	10	11	2.4K
2	Computer Science	9	9	2.2K
3	Data Science	8	8	2.2K
4	Computer Engineering	3	3	47
5	Management	2	2	1.9K

Fabián Pedregosa

Publications

65.6K

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
Hyperparameter optimization with approximate gradient Fabián Pedregosa arXiv (Cornell University) Hyperparameter OptimizationModel OptimizationHyperparameter EstimationEngineeringMachine Learning	2016	139
SymPy: Symbolic computing in Python Aaron Meurer, Christopher P. Smith, Mateusz Paprocki, Symbolic ManipulationEngineeringStandard Symbolic LibraryProgram AnalysisAutomated Reasoning	2016	94
Data-driven HRF estimation for encoding and decoding models Fabián Pedregosa, Michael Eickenberg, Philippe Ciuciu, NeuroImage EngineeringData ScienceData-driven Hrf EstimationData CompressionSignal Processing	2014	72
On the Consistency of Ordinal Regression Methods Fabián Pedregosa, Francis Bach, Alexandre Gramfort arXiv (Cornell University) EngineeringMachine LearningData ScienceConvex SurrogateLoss Functions	2014	32
Improved asynchronous parallel optimization analysis for stochastic incremental methods Rémi Leblond, Fabián Pedregosa, Simon Lacoste-Julien arXiv (Cornell University) Theoretical AnalysisEngineeringMachine LearningData ScienceParallel Processing	2018	19
Lightning: large-scale linear classification, regression and ranking in Python Mathieu Blondel, Fabián Pedregosa Zenodo (CERN European Organization for Nuclear Research)	2016	17
Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization Fabián Pedregosa, Rémi Leblond, Simon Lacoste-Julien arXiv (Cornell University) Mathematical ProgrammingNumerical AnalysisLarge-scale Global OptimizationEngineeringMachine Learning	2017	16

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