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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}
}

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