[ICML 2024 spotlight] This repository contains the implementation details for the paper "Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization"
☆26Jul 29, 2024Updated 2 years ago
Alternatives and similar repositories for FedLESAM
Users that are interested in FedLESAM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch implementations of some general federated optimization methods.☆58Oct 25, 2024Updated last year
- Implementation of FedDR algorithm for federated learning.☆10Mar 8, 2022Updated 4 years ago
- ☆22Sep 1, 2023Updated 2 years ago
- Code for the paper "FedFisher: Leveraging Fisher Information for One-Shot Federated Learning" by Divyansh Jhunjhunwala, Shiqiang Wang, an…☆15Feb 10, 2024Updated 2 years ago
- NeurIPS 2023 accepted paper, Eliminating Domain Bias for Federated Learning in Representation Space☆24Mar 27, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆26Oct 17, 2024Updated last year
- This is unofficial repository for Towards Efficient and Scalable Sharpness-Aware Minimization.☆37Apr 15, 2024Updated 2 years ago
- ☆88Jun 16, 2025Updated last year
- Experiments on trade-off among optimization, generalization and conflict aversion in multi-objective learning (MOL), and introducing MoDo…☆15Oct 21, 2023Updated 2 years ago
- This is the official code for the paper "Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning" (NeurIPS2024)☆29Sep 10, 2024Updated last year
- Implementation of EF and EF21 methods and their comparison on several tasks☆10Feb 24, 2024Updated 2 years ago
- ☆25Nov 13, 2025Updated 9 months ago
- ☆10Jul 21, 2021Updated 5 years ago
- ☆12Oct 22, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR'24] Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate☆13Jun 17, 2025Updated last year
- ☆55Jun 22, 2021Updated 5 years ago
- Code for the paper "Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channe…☆15May 22, 2022Updated 4 years ago
- ☆42Feb 7, 2024Updated 2 years ago
- On Bridging Generic and Personalized Federated Learning for Image Classification☆16Feb 5, 2022Updated 4 years ago
- [NeurIPS 2022] Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach -- Official Implementation☆48Jun 29, 2023Updated 3 years ago
- ☆56Feb 23, 2024Updated 2 years ago
- [Deep Unlearning-PyTorch] Class Forgetting as in paper "Deep Unlearning: Fast and Efficient Training-free Approach to Controlled Forgetti…☆15Jul 26, 2024Updated 2 years ago
- ☆11Dec 23, 2022Updated 3 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.
- ☆15Aug 5, 2026Updated last week
- ☆16Aug 25, 2021Updated 4 years ago
- ☆20Oct 13, 2024Updated last year
- Implementation of SVRG for training neural networks☆24Nov 24, 2019Updated 6 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆2,012May 20, 2026Updated 2 months ago
- ☆18Feb 2, 2022Updated 4 years ago
- ☆15Sep 15, 2021Updated 4 years ago
- Federated Learning in CVPR2024☆24Jun 6, 2024Updated 2 years ago
- This is the our implementation for the paper: Exploring Mixed Information Flow for Cross-domain Sequential Recommendations☆12Aug 17, 2020Updated 6 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.
- ☆13Jan 12, 2024Updated 2 years ago
- [ACM MM2026] This is the official implementation of MedCCO☆17Jul 12, 2026Updated last month
- ☆23Jan 23, 2024Updated 2 years ago
- This is the official repo of "Unsupervised Learning of Accurate Siamese Tracking"☆19Mar 25, 2022Updated 4 years ago
- Towards Meta-Pruning via Optimal Transport, ICLR 2024 (Spotlight)☆18Dec 5, 2024Updated last year
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆56Oct 12, 2025Updated 10 months ago
- This is the official code for the paper "Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturba…☆42Mar 22, 2025Updated last year