Repo to reproduce results for Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning
☆26Apr 14, 2023Updated 3 years ago
Alternatives and similar repositories for where_to_begin
Users that are interested in where_to_begin are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)☆32May 31, 2023Updated 3 years ago
- Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)☆17Nov 2, 2023Updated 2 years ago
- ☆17Aug 5, 2024Updated 2 years ago
- Paper: "Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices"☆16Jan 10, 2024Updated 2 years ago
- [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …☆13Aug 28, 2023Updated 3 years 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.
- Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated…☆30Feb 10, 2023Updated 3 years ago
- Code for ICLR 2023 Paper Better Generative Replay for Continual Federated Learning☆34Apr 23, 2023Updated 3 years ago
- Learning MLPs to replace GNN☆10Jun 3, 2023Updated 3 years ago
- Private Adaptive Optimization with Side Information (ICML '22)☆16Jun 23, 2022Updated 4 years ago
- Personalized federated learning codebase for research☆412Oct 4, 2023Updated 2 years ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆70Aug 27, 2024Updated 2 years ago
- The official code for ICDM2023 paper: ' FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization'☆14Aug 16, 2024Updated 2 years ago
- [AAAI'23] Federated Robustness Propagation: Sharing Robustness in Heterogeneous Federated Learning☆27Feb 23, 2023Updated 3 years ago
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆44Apr 25, 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.
- paper code commit-fsmafl☆10Mar 18, 2024Updated 2 years ago
- [ICLR 2021: Spotlight] Source code for the paper "A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Infer…☆15Feb 16, 2022Updated 4 years ago
- ☆29Oct 22, 2020Updated 5 years ago
- Early exit ensembles☆12Dec 4, 2021Updated 4 years ago
- GuruTutor is a conversational intelligent tutoring system☆10Jun 27, 2019Updated 7 years ago
- (KDD’24) Using Self-Supervised Learning Can Improve Model Fairness.☆11Jun 5, 2024Updated 2 years ago
- PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…☆44Jul 15, 2023Updated 3 years ago
- Code for the paper "Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers" published in ICLR 2019☆13Apr 25, 2019Updated 7 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆46Feb 16, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ICASSP 2023] FedAudio: A Federated Learning Benchmark for Audio and Speech Tasks☆49Feb 21, 2024Updated 2 years ago
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆13Sep 6, 2023Updated 3 years ago
- This project attacked widely-used EEG spellers, e.g., P300 spellers and SSVEP spellers, with adversarial perturbation templates. We cons…☆14Jul 14, 2020Updated 6 years ago
- An implementation of the paper 'Using Deep Networks for Scientific Discovery in Physiological Signals'☆12Aug 24, 2020Updated 6 years ago
- ☆12Oct 28, 2023Updated 2 years ago
- Enhancing Efficiency in Multidevice Federated Learning through Data Selection☆13Apr 15, 2024Updated 2 years ago
- ☆10Sep 10, 2023Updated 3 years ago
- ☆10Aug 19, 2023Updated 3 years ago
- Knowledge distillation (KD) from a decision-based black-box (DB3) teacher without training data.☆22May 3, 2022Updated 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.
- D-DQN Reinforcement Learning for device selection in Federated Learning☆42Jun 27, 2023Updated 3 years ago
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"☆61May 9, 2023Updated 3 years ago
- ☆12May 20, 2021Updated 5 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42May 21, 2021Updated 5 years ago
- [NeurIPS 2021] Source code for the paper "Qu-ANTI-zation: Exploiting Neural Network Quantization for Achieving Adversarial Outcomes"☆18Nov 9, 2021Updated 4 years ago
- Federated principal component analysis (FPCA) is my master thesis, which aims to adapt PCA in a federated learning setting. The technique…☆12Apr 5, 2024Updated 2 years ago
- This repository contains the official implementation of the paper entitled with "FedAPEN: Personalized Cross-silo Federated Learning with…☆15Dec 4, 2023Updated 2 years ago