Iterreg

This is a library to run iterative regularization for convex bias.

Installation

First clone the repository available at https://github.com/LCSL/iterreg:

$ git clone https://github.com/LCSL/iterreg.git
$ cd iterreg/

We recommend to use the Anaconda Python distribution.

From a working environment, you can install the package with:

$ pip install -e .

To check if everything worked fine, you can do:

$ python -c 'import iterreg'

and it should not give any error message.

From a Python shell you can just do:

>>> import iterreg

If you don’t want to use Anaconda, you should still be able to install using pip.

Cite

If you use this code, please cite:

@inproceedings{iterreg,
  title = {Iterative regularization with convex regularizers},
  author = {Molinari, Cesare and Massias, Mathurin and Rosasco, Lorenzo and Villa, Silvia},
  booktitle = AISTATS,
  year = 2021,
}

ArXiv links:

API