☆22Apr 6, 2021Updated 5 years ago
Alternatives and similar repositories for ModelPruningLibrary
Users that are interested in ModelPruningLibrary are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".☆97May 9, 2022Updated 4 years ago
- Adaptive gradient sparsification for efficient federated learning: an online learning approach☆18Oct 31, 2020Updated 5 years ago
- Code for paper "Accelerating Federated Learning for IoT in Big Data Analytics with Pruning, Quantization and Selective Updating"☆13Jun 17, 2026Updated last week
- Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity☆42Oct 6, 2021Updated 4 years ago
- Federated learning with model quantization☆16Nov 28, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [Preprint] Backdoor Attacks on Federated Learning with Lottery Ticket Hypothesis☆10Sep 23, 2021Updated 4 years ago
- Salvaging Federated Learning by Local Adaptation☆56Jul 25, 2024Updated last year
- FedMD: Heterogenous Federated Learning via Model Distillation☆166Jun 3, 2021Updated 5 years ago
- AIMS South Africa Short Course on Optimization☆18Oct 18, 2024Updated last year
- Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356☆74Sep 10, 2020Updated 5 years ago
- Codebase for the paper "A Gradient Flow Framework for Analyzing Network Pruning"☆20Jan 31, 2021Updated 5 years ago
- ☆26Apr 3, 2020Updated 6 years ago
- Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"☆295May 7, 2025Updated last year
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆47Nov 28, 2022Updated 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.
- vector quantization for stochastic gradient descent.☆36May 12, 2020Updated 6 years ago
- Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…☆28Sep 28, 2024Updated last year
- ☆15Dec 7, 2023Updated 2 years ago
- PyTorch implementation of Joint Privacy Enhancement and Quantization in Federated Learning (IEEE TSP 2023, IEEE ICASSP 2023, IEEE ISIT 20…☆18Oct 28, 2025Updated 8 months ago
- ☆47Apr 26, 2024Updated 2 years ago
- A modular evaluation metrics and a benchmark for large-scale federated learning☆12Jul 25, 2024Updated last year
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆23Nov 22, 2022Updated 3 years ago
- ☆30Dec 22, 2022Updated 3 years ago
- Membership inference against Federated learning.☆10May 30, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆14Dec 8, 2022Updated 3 years ago
- ☆21Sep 20, 2022Updated 3 years ago
- On the Convergence of FedAvg on Non-IID Data☆271Dec 7, 2022Updated 3 years ago
- Easy-to-Use Federated Learning Simulator in Pytorch☆17Apr 23, 2021Updated 5 years ago
- ☆20May 11, 2022Updated 4 years ago
- RAB: Provable Robustness Against Backdoor Attacks☆40Oct 3, 2023Updated 2 years ago
- verifying machine unlearning by backdooring☆20Mar 25, 2023Updated 3 years ago
- Repository for Federated Learning with Differential Privacy☆11May 28, 2022Updated 4 years ago
- The HyFed framework provides an easy-to-use API to develop federated, privacy-preserving machine learning algorithms.☆18Sep 10, 2025Updated 9 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official implementation of Neurips 2020 "Sparse Weight Activation Training" paper.☆29Jul 23, 2021Updated 4 years ago
- Robust Differentially Private Training of Deep Neural Networks☆12Dec 10, 2020Updated 5 years ago
- ☆55Feb 19, 2023Updated 3 years ago
- Decentralized federated machine learning using peer-to-peer networks☆12Apr 11, 2023Updated 3 years ago
- Federated posterior averaging implemented in JAX☆50Apr 13, 2023Updated 3 years ago
- A paper summary of Backdoor Attack against Neural Network☆13Aug 9, 2019Updated 6 years ago
- Code for paper "Byzantine-Resilient Distributed Finite-Sum Optimization over Networks"☆18Nov 5, 2020Updated 5 years ago