/ICML_Linearization_Disparate_Impact

Code for the ICML 2024 Paper: Disparate Impact on Group Accuracy of Linearization for Private Inference by Saswat Das, Marco Romanelli, and Ferdinando Fioretto

Primary LanguagePython

Disparate Impact on Group Accuracy of Linearization for Private Inference

Directories

  • SNL Code contains the code for SNL and our evaluations on it.
  • DeepReduce contains the code for DeepReduce and our evaluations on it.
  • src contains code to load the datasets.