This git contains all files necessary to reproduce the results of the paper:
https://papers.nips.cc/paper/8966-minimizers-of-the-empirical-risk-and-risk-monotonicity.pdf
Minimizers of the Empirical Risk and Risk Monotonicity
Marco Loog, Tom Viering, Alexander Mey
in NeurIPS 2019
If you use this code please cite the paper above.
Tested with Matlab R2019b.
- Clone repository to your local PC:
git clone https://github.com/tomviering/RiskMonotonicity.git - (Optional) Download and put the export_fig package in the folder export_fig under the same folder as the other files. Include it in your Matlab path by typing
addpath export_fig.
Runs all experiments and shows all resulting figures. If you set save_to_file to 1 all figures are exported to PDF (requires export_fig package).