FMAB
by ShenGroup
The repo for Shen Group's FMAB repo
AI summary
Bandit algorithms
Federated Multi-armed Bandits algorithm implementation for simulating cognitive radio systems and recommender systems
- stars
- 9
- forks
- 5
- watching
- 1
Similar projects
Found by comparing what the projects do, not just their names.
Federated MAB algorithm
An implementation of Federated Multi-Armed Bandits with Personalization using Python and Jupyter Notebook.
Federated bandit algo
Implementation of algorithms for federated linear bandits in multi-agent environments
Decentralized algorithm
An implementation of a decentralized algorithm for online decision-making in multiple agents
Algorithms optimizer
Code for analyzing early stopping in kernel boosting algorithms
Differentially Private Bandit Algorithm
An implementation of differentially private federated linear bandits algorithm for decentralized decision-making in multiple agents
FL accelerator
An algorithm to improve convergence rates and protect privacy in Federated Learning by addressing the catastrophic forgetting issue during local training
Reinforcement Learning algorithm
An implementation of a reinforcement learning algorithm using multi-branch architecture and Deep Deterministic Policy Gradients (DDPG) to control autonomous vehicles in simulation environments.
Segmentation algorithm
Implementations of federated incremental semantic segmentation in PyTorch.
Federated Prompt Algorithm
An algorithm for learning federated visual prompts in null space to improve MRI reconstruction performance on limited local data and reduced communication costs
FL framework
A PyTorch-based framework for Federated Learning experiments
Boosting algorithm
An implementation of online multi-label ranking boosting using VFDT as weak learners
Membership tester
A high-performance probabilistic data structure for efficient membership testing
Collaborative Bandit Solver
An open-source software project implementing collaborative learning in bandits to achieve near-optimal results
Simulator detector
Detects and tracks 4G cell site simulators in real-time
Federated Learning Framework
A framework for Federated Learning with Differential Privacy using PyTorch