A Unifying Framework for Parallel and Distributed Processing in R using
Futures

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A Unifying Framework for Parallel and Distributed Processing in R using Futures

2 August 2020

Henrik Bengtsson

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Papers citing "A Unifying Framework for Parallel and Distributed Processing in R using Futures"

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Title
shapr: Explaining Machine Learning Models with Conditional Shapley Values in R and Python Martin Jullum Lars Henry Berge Olsen Jon Lachmann Annabelle Redelmeier TDI FAtt 169 3 0 02 Apr 2025
MOODE: An R Package for Multi-Objective Optimal Design of Experiments Vasiliki Koutra Olga Egorova S. Gilmour Luzia A. Trinca 26 0 0 22 Dec 2024
Sequential Rank and Preference Learning with the Bayesian Mallows Model Øystein Sørensen Anja Stein Waldir Leoncio Netto David S. Leslie 100 0 0 18 Dec 2024
Chopin: An Open Source R-language Tool to Support Spatial Analysis on Parallelizable Infrastructure Insang Song Kyle P. Messier AI4CE 87 0 0 16 Dec 2024
Bayesian Multilevel Compositional Data Analysis: Introduction, Evaluation, and Application Flora Le Tyman Stanford D. Dumuid Joshua F. Wiley 33 4 0 07 May 2024
mlr3summary: Concise and interpretable summaries for machine learning models Susanne Dandl Marc Becker B. Bischl Giuseppe Casalicchio Ludwig Bothmann 26 0 0 25 Apr 2024
baskexact: An R package for analytical calculation of basket trial operating characteristics Lukas Baumann 27 1 0 26 Mar 2024
Big problems in spatio-temporal disease mapping: methods and software E. Orozco-Acosta A. Adin M. D. Ugarte 67 13 0 20 Jan 2022
clrng: A tool set for parallel random numbergeneration on GPUs in R Ruoyong Xu Patrick R. Brown P. LÉcuyer LRM 16 0 0 17 Jan 2022
A framework for causal segmentation analysis with machine learning in large-scale digital experiments N. Hejazi Wenjing Zheng Sathyanarayan Anand CML 39 3 0 01 Nov 2021
Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges B. Bischl Martin Binder Michel Lang Tobias Pielok Jakob Richter ... Theresa Ullmann Marc Becker A. Boulesteix Difan Deng Marius Lindauer 250 510 0 13 Jul 2021
Mutation is all you need Lennart Schneider Florian Pfisterer Martin Binder B. Bischl BDL 92 4 0 04 Jul 2021
JointAI: Joint Analysis and Imputation of Incomplete Data in R N. Erler D. Rizopoulos E. Lesaffre 18 41 0 25 Jul 2019
missSBM: An R Package for Handling Missing Values in the Stochastic Block Model P. Barbillon J. Chiquet Timothée Tabouy 53 2 0 28 Jun 2019