Federated k-means clustering algorithm implementation and proof of concept.
☆33Sep 7, 2021Updated 5 years ago
Alternatives and similar repositories for federated_kmeans
Users that are interested in federated_kmeans are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Privacy-preserving k-means clustering on data owned by multiple parties☆14May 10, 2016Updated 10 years ago
- Practical Privacy-Preserving K-means Clustering (PETS-2020)☆34Jun 10, 2021Updated 5 years ago
- KFedExps -> kfed☆15May 8, 2022Updated 4 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆124Oct 22, 2020Updated 5 years ago
- FederBoost's Federated Gradient Boosting Decision Tree Algorithm, Federated enabled Membership Inference☆16Dec 13, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Practical Federated Gradient Boosting Decision Trees (AAAI 2020)☆18May 10, 2023Updated 3 years ago
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration☆16Dec 31, 2024Updated last year
- Differentiable network optimization☆20Sep 30, 2026Updated last week
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆58Oct 19, 2023Updated 2 years ago
- MICCAI 2022 MELA Challenge: Mediastinal Lesion Analysis (3D Detection)☆11Jun 30, 2022Updated 4 years ago
- A simple CLI command that initialises a Kedro project from an existing Python package☆11Aug 23, 2024Updated 2 years ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆28Mar 28, 2023Updated 3 years ago
- A tree-based federated learning system (MLSys 2023)☆152Jan 20, 2025Updated last year
- This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"☆31Oct 15, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆17Oct 9, 2024Updated 2 years ago
- MIT dsail research project☆12May 14, 2020Updated 6 years ago
- Minimal pure-Python library that implements a basic version of a secure decentralized biometric authentication functionality via a secure…☆13Mar 27, 2024Updated 2 years ago
- Source Code & Datasets for "Vertical Federated Principal Component Analysis and Its Kernel Extension on Feature-wise Distributed Data"☆12May 20, 2022Updated 4 years ago
- ☆10Mar 31, 2022Updated 4 years ago
- Code for "Approaching Deep Learning through the Spectral Dynamics of Weights"☆13Oct 30, 2024Updated last year
- Python 3 implementation of decision trees using the ID3 and C4.5 algorithms. ID3 uses Information Gain as the splitting criteria and C4.5…☆11Feb 17, 2025Updated last year
- ☆13Nov 28, 2015Updated 10 years ago
- Differentially Private Clustering in High-Dimensional Euclidean Spaces☆12Dec 30, 2017Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Panorama projection code for paper DeepPano: Deep Panoramic Representation for 3D Shape Recognition☆11Jul 14, 2017Updated 9 years ago
- Propose & vote on reading group papers in the "Discussions" tab.☆11Feb 20, 2024Updated 2 years ago
- Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.☆14Dec 12, 2024Updated last year
- PyTorch implementation of Grad-CAM☆12Mar 20, 2020Updated 6 years ago
- ☆11Jul 21, 2024Updated 2 years ago
- Federated learning used to detect credit card fraud☆12Jun 23, 2020Updated 6 years ago
- ☆18Apr 30, 2024Updated 2 years ago
- ☆40Sep 25, 2023Updated 3 years ago
- ☆14Mar 13, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A package to Learn Linear Operators☆14Dec 14, 2025Updated 9 months ago
- ⚡️A high performance React component for responding to resize event☆22Apr 7, 2023Updated 3 years ago
- ☆21Jul 16, 2019Updated 7 years ago
- A prototype implementation of zero-knowledge proofs of training introduced in eprint:2023/1345☆19Sep 12, 2023Updated 3 years ago
- ☆18Sep 7, 2026Updated last month
- This is a simple backdoor model for federated learning.We use MNIST as the original data set for data attack and we use CIFAR-10 data set…☆15Jun 19, 2020Updated 6 years ago
- Code for PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization, NeurIPS 2022☆18Nov 23, 2022Updated 3 years ago