/icnn-optimization

ICNN experiments for S&DS 430 Final Project

Primary LanguagePython

ICNN Optimization

The goal of this project is to understand learning formulations at the intersection of convex optimization and deep learning.

  1. icnn.py contains the file to run the ICNN/FICNN experiments
  2. work/ contains experiment outputs
  3. train_and_test_saddle_functions.py contains the file to run the feedforward network experiments.
  4. 430_Project_Valerie Chen.pdf contains the project report.

Source of original code: https://github.com/locuslab/icnn