From Predictions to Decisions: Using Lookahead Regularization

This repository contains code for experiments in: From Predictions to Decisions: Using Lookahead Regularization

Getting Started

To get started install Python 3.x with the following packages:

• pytorch
• numpy
• matplotlib
• scikit-learn
• pandas
• cycler
• pygam
• jupyter-notebook

Running Experiments

To run the experiments, please check the relevant ipython notebooks

Citation

@inproceedings{Rosenfeld19lookahead,
 author = {Rosenfeld, Nir and Hilgard, Sophie and Ravindranath, Sai S and Parkes, David C},
 title = {From Predictions to Decisions: Using Lookahead Regularization},
 booktitle = {Advances in Neural Information Processing Systems},
 volume = {33},
 year = {2020}
}