alexander-camuto / asym-heavy-tails-bias-GNI

## Code for Asymmetric Code for Heavy Tails and Implicit Bias in Gaussian Noise Injections ##

Asymmetric Heavy Tails and Implicit Bias in Gaussian Noise Injections

Set Up on Unix:

1. Download conda at https://docs.conda.io/en/latest/
2. run conda create -n imp_reg python=3.6
3. run source activate imp_reg to enter the conda env
4. pip install -r requirements.txt
5. to kick off a set of experiments run python main.py.

Experiments

All experiments can be found as Jupyter notebooks inside the playground folder. Some experiments (in particular Figure 8 in the main paper) use the code from: https://github.com/alexander-camuto/exp_reg_GNIs .