https://github.com/wmkouw/covshift-l2reg
Regularization parameter estimation under covariate shift
https://github.com/wmkouw/covshift-l2reg
covariate-shift cross-validation regularization
Last synced: about 1 year ago
JSON representation
Regularization parameter estimation under covariate shift
- Host: GitHub
- URL: https://github.com/wmkouw/covshift-l2reg
- Owner: wmkouw
- License: mit
- Created: 2016-12-06T16:32:04.000Z (over 9 years ago)
- Default Branch: master
- Last Pushed: 2019-09-06T08:29:38.000Z (almost 7 years ago)
- Last Synced: 2025-02-10T00:48:15.951Z (over 1 year ago)
- Topics: covariate-shift, cross-validation, regularization
- Language: MATLAB
- Homepage:
- Size: 4.72 MB
- Stars: 2
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
Awesome Lists containing this project
README
# Covariate shift - crossvalidation
This repository contains experiments and MATLAB code accompanying the paper:
"On regularization parameter estimation under covariate shift."
published in the proceedings of the International Conference in Pattern Recognition in 2016 ([pdf](https://ieeexplore.ieee.org/document/7899671)/[preprint](https://arxiv.org/abs/1608.00250)).
## Usage
- __experiment-*__ contains scripts for running experiments reported in the paper.
- __data__ contains a script for obtaining and processing data used in the paper.
- __util__ contains utility functions and algorithms.
## Dependencies:
- Dmitry Savransky's rejection sampler: https://nl.mathworks.com/matlabcentral/fileexchange/27590-simple-rejection-sampling?requestedDomain=www.mathworks.com