Federated-Neural-Bandits
Federated Neural Bandits (ICLR 2023)
AI summary
Decentralized algorithm
An implementation of a decentralized algorithm for online decision-making in multiple agents
- stars
- 4
- forks
- 1
- watching
- 1
Similar projects
Found by comparing what the projects do, not just their names.
Decentralized ML library
An implementation of algorithms for decentralized machine learning in heterogeneous federated learning settings.
Differentially Private Bandit Algorithm
An implementation of differentially private federated linear bandits algorithm for decentralized decision-making in multiple agents
Federated Learning Algorithm
An unsupervised federated learning algorithm that uses cross knowledge distillation to learn meaningful data representations from local and global levels.
Federated Bayes
An implementation of differential privacy in federated Bayesian optimization with distributed exploration
Federated Learning Engine
An implementation of cross-silo federated learning with adaptability to statistical heterogeneity
DPFL Algorithm
This repository provides an implementation of a differentially private federated learning algorithm designed to improve the robustness and performance of federated machine learning systems.
Federated learning method
A method for personalizing machine learning models in federated learning settings with adaptive differential privacy to improve performance and robustness
Federated learner
Federated learning algorithm that adapts to non-IID data by decoupling and correcting for local drift
Decentralized ML framework
A framework for developing and testing decentralized machine learning algorithms
Federated MAB algorithm
An implementation of Federated Multi-Armed Bandits with Personalization using Python and Jupyter Notebook.
Collaboration optimizer
An algorithm that optimizes collaboration in federated learning by clustering clients into non-overlapping coalitions based on data quantity and pairwise distribution distances.
Federated Learning Framework
An implementation of a federated learning framework for handling data heterogeneity in decentralized settings
Federated learning algorithm
An implementation of Bayesian network structure learning with continuous optimization for federated learning.
Federated Learner
An implementation of a federated learning algorithm that generalizes to out-of-distribution scenarios using implicit invariant relationships
Federated Learning Algorithm
An implementation of a federated learning algorithm for training Graph Convolutional Networks on semi-supervised node classification tasks.