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Fabián Pedregosa | Researchclopedia

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Fabián Pedregosa

Google (Switzerland)ORCID

74

Works

65,964

Citations

12

h-index

14

i10-index

Research Topics

Stochastic Gradient Optimization Techniques Sparse and Compressive Sensing Techniques Computational Physics and Python Applications

Affiliations

Google (United States)2018–2021

Commonwealth Scientific and Industrial Research Organisation2018–2018

Institut national de recherche en informatique et en automatique2012–2018

Berkeley College2018–2018

University of Antwerp2021–2021

Top Works

Scikit-learn: Machine Learning in Python

Fabián Pedregosa,Gaël Varoquaux,et al.

201263,409 citations

Scientific Computing and Data Management

Machine Learning and ELM

API design for machine learning software: experiences from the scikit-learn project

Lars Buitinck,Gilles Louppe,et al.

20131,793 citations

API design for machine learning software: experiences from the scikit-learn project

Lars Buitinck,Gilles Louppe,et al.

2013154 citations

Hyperparameter optimization with approximate gradient

Fabián Pedregosa

2016139 citations

SymPy: Symbolic computing in Python

Aaron Meurer,Christopher P. Smith,et al.

201694 citations

Data-driven HRF estimation for encoding and decoding models

Fabián Pedregosa,Michael Eickenberg,et al.

201472 citations

On the Consistency of Ordinal Regression Methods

Fabián Pedregosa,Francis Bach,et al.

201432 citations

Learning to Rank from Medical Imaging Data

Fabián Pedregosa,Élodie Cauvet,et al.

201221 citations

Improved asynchronous parallel optimization analysis for stochastic incremental methods

Rémi Leblond,Fabián Pedregosa,et al.

201819 citations