☆19Feb 20, 2024Updated 2 years ago
Alternatives and similar repositories for perfed
Users that are interested in perfed are comparing it to the libraries listed below
Sorting:
- wx☆11Aug 14, 2022Updated 3 years ago
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆14Aug 2, 2022Updated 3 years ago
- Code for Horizontal Federated Learning blog around Credit Scoring☆10Sep 14, 2020Updated 5 years ago
- Source code of our ICML 2025 paper "Flowing Datasets with Wasserstein over Wasserstein Gradient Flows"☆18May 21, 2025Updated 9 months ago
- ☆23Nov 2, 2019Updated 6 years ago
- ☆12Feb 17, 2025Updated last year
- Federated Learning in Network Intrusion Detection☆14Feb 22, 2023Updated 3 years ago
- Code for the DP cross-silo federated learning paper☆11Jul 10, 2020Updated 5 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆158Apr 30, 2022Updated 3 years ago
- Code for ICLR 2023 Paper Better Generative Replay for Continual Federated Learning☆33Apr 23, 2023Updated 2 years ago
- Research Artifact of USENIX Security 2023 Paper: Precise and Generalized Robustness Certification for Neural Networks☆13Jun 20, 2023Updated 2 years ago
- Probabilistic lifElong Test-time Adaptation with seLf-training prior (PETAL)☆13Sep 8, 2023Updated 2 years ago
- Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?☆15Mar 24, 2022Updated 3 years ago
- Gradient-Leakage Resilient Federated Learning☆14Jul 25, 2022Updated 3 years ago
- Official implementation for paper "No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation", I…☆17Jul 26, 2023Updated 2 years ago
- ☆54Jun 22, 2021Updated 4 years ago
- Personalized Federated Learning under Mixture of Distributions☆19Jan 2, 2024Updated 2 years ago
- ☆40Feb 7, 2024Updated 2 years ago
- Code for "Federated Accelerated Stochastic Gradient Descent" (NeurIPS 2020)☆15Jun 7, 2021Updated 4 years ago
- The core code for our paper "Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning".☆21Dec 25, 2023Updated 2 years ago
- Federated Bilevel Optimization☆16Jun 23, 2022Updated 3 years ago
- A demo of vertical federated learning on simple datasets☆23Nov 21, 2020Updated 5 years ago
- ☆24Nov 11, 2022Updated 3 years ago
- Official PyTorch implementation of "Loss-Curvature Matching for Dataset Selection and Condensation" (AISTATS 2023)☆22Mar 14, 2023Updated 2 years ago
- FairBatch: Batch Selection for Model Fairness (ICLR 2021)☆19May 25, 2023Updated 2 years ago
- Federated Learning Framework Benchmark (UniFed)☆49Jun 14, 2023Updated 2 years ago
- ☆55Feb 19, 2023Updated 3 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57May 4, 2023Updated 2 years ago
- A foundational platform that primarily shares federated learning, differential privacy content☆26Mar 19, 2025Updated 11 months ago
- Personalized Federated Learning via Variational Bayesian Inference [ICML 2022]☆57Jul 31, 2022Updated 3 years ago
- PyTorch implementation of the paper "Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization" (ICLR 2021)☆34Jun 17, 2022Updated 3 years ago
- IEEE TIFS'20: VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning☆26Aug 22, 2022Updated 3 years ago
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆22Aug 3, 2023Updated 2 years ago
- [Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.☆35Apr 2, 2023Updated 2 years ago
- Code for Personalized Federated Learning with Gaussian Processes☆37Mar 3, 2022Updated 3 years ago
- ☆34Nov 26, 2024Updated last year
- (SIGKDD 2022) Connected Low-Loss Subspace Learning for a Personalization in Federated Learning (https://arxiv.org/abs/2109.07628)☆31Jul 18, 2024Updated last year
- The colorectal adenoma dataset with image-level labels for weakly supervised learning.☆29Oct 30, 2019Updated 6 years ago
- (ICASSP'21/CVPR'21) Wasserstein Barycenter Transport☆32Aug 31, 2022Updated 3 years ago