Playground code. Things that have been deprecated but may be useful in the future.
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Updated
Dec 7, 2022 - Jupyter Notebook
Playground code. Things that have been deprecated but may be useful in the future.
The premise of this challenge is to build a habit of practicing new skills by making a public commitment of practicing the topics of Secure and Private AI program every day for 60 days.
Newest Readings for Secure Machine Learning, Secure Federated Learning, MPC, Federated Learning, Privacy Leakages of ML/FL etc. And include fantastic blogs, libraries and frameworks resource.
Splitting MNIST data in batches based on handwriting such that each batch has digits of single handwriting. LEAF's MNIST dataset is used for this..
Golang Flwr Client implementation
This repository records the algorithm for federated average. The implementation is pytorch.
This repository, consists of the packaged code from the experiments from https://github.com/aneesh-aparajit/fedGPT
Enhancing domain generalization in the AI-based analysis of chest radiographs with federated learning
Federated Learning using Sockets on Android - A Demo
Hackathon project for ETH Global NYC 2023 event, Sept 22-24.
Msc. Dissertation Project
Template-based federated multiview domain alignment
This repo contains code for the paper Adaptive Expert Models for Personalization in Federated Learning to appear in International Workshop on Trustworthy Federated Learning in Conjunction with IJCAI 2022 (FL-IJCAI'22).
Variance Reduced ProxSkip: Algorithm, Theory and Application to Federated Learning. NeurIPS, 2022
A PyTorch implementation of DropGrad regularization for Federated Learning
Federated Learning on Smart Meter Dataset for load forecasting using clustering and light weight FNN
My own solution version of the Udacity Secure and Private AI course
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