Other packages > Find by keyword >

ARTtransfer  

Adaptive and Robust Pipeline for Transfer Learning
View on CRAN: Click here


Download and install ARTtransfer package within the R console
Install from CRAN:
install.packages("ARTtransfer")

Install from Github:
library("remotes")
install_github("cran/ARTtransfer")

Install by package version:
library("remotes")
install_version("ARTtransfer", "1.0.0")



Attach the package and use:
library("ARTtransfer")
Maintained by
Boxiang Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-10-24
Latest Update: 2024-10-24
Description:
Adaptive and Robust Transfer Learning (ART) is a flexible framework for transfer learning that integrates information from auxiliary data sources to improve model performance on primary tasks. It is designed to be robust against negative transfer by including the non-transfer model in the candidate pool, ensuring stable performance even when auxiliary datasets are less informative. See the paper, Wang, Wu, and Ye (2023) <doi:10.1002/sta4.582>.
How to cite:
Boxiang Wang (2024). ARTtransfer: Adaptive and Robust Pipeline for Transfer Learning. R package version 1.0.0, https://cran.r-project.org/web/packages/ARTtransfer. Accessed 08 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited ARTtransfer R package
View ARTtransfer citation profile
Other R packages that ARTtransfer depends, imports, suggests or enhances
Complete documentation for ARTtransfer
Functions, R codes and Examples using the ARTtransfer R package
Full ARTtransfer package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

geofacet  
'ggplot2' Faceting Utilities for Geographical Data
Provides geographical faceting functionality for 'ggplot2'. Geographical faceting arranges a sequen ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
AdvBinomApps  
Upper Clopper-Pearson Confidence Limits for Burn-in Studies under Additional Available Information
Functions to compute upper Clopper-Pearson confidence limits of early life failure probabilities and ...
Download / Learn more Package Citations See dependency  
ODMeans  
OD-Means: k-Means for Origin-Destination
OD-means is a hierarchical adaptive k-means algorithm based on origin-destination pairs. In the fir ...
Download / Learn more Package Citations See dependency  
FluMoDL  
Influenza-Attributable Mortality with Distributed-Lag Models
Functions to estimate the mortality attributable to influenza and temperature, using distributed-la ...
Download / Learn more Package Citations See dependency  
penppml  
Penalized Poisson Pseudo Maximum Likelihood Regression
A set of tools that enables efficient estimation of penalized Poisson Pseudo Maximum Likelihood reg ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA