SaswatD27 / 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

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.