episode_plusplus

Similar projects

Found by comparing what the projects do, not just their names.

• mingruiliu-ml-lab/episode2

  Federated Learning optimizer

  An algorithm for Federated Learning with heterogeneous data, designed to optimize deep neural networks and improve performance

• lins-lab/fedbr25

  Federated Learning Algorithm

  An implementation of federated learning algorithm to reduce local learning bias and improve convergence on heterogeneous data

• harliwu/fedamd2

  Federated Learning Algorithm

  This project presents an approach to federated learning with partial client participation by optimizing anchor selection for improving model accuracy and convergence.

• ibm/fl-arbitrary-participation4

  FL analysis

  Analyzes Federated Learning with Arbitrary Client Participation using various optimization strategies and datasets.

• dual-grp/fedu_fmtl16

  Federated ML framework

  An implementation of federated multi-task learning with laplacian regularization across various datasets

• sungwon-han/fedx69

  Federated Learning Algorithm

  An unsupervised federated learning algorithm that uses cross knowledge distillation to learn meaningful data representations from local and global levels.

• omarfoq/fedem157

  Federated learning framework

  Develops and evaluates federated learning algorithms for personalizing machine learning models across heterogeneous client data distributions.

• lyn1874/fedpvr6

  Federated learner

  An implementation of a federated learning algorithm for handling heterogeneous data

• mmorafah/pacfl37

  Federated learner

  Implementation of federated learning algorithms for distributed machine learning on private client data

• ignavierng/notears-admm10

  Federated learning algorithm

  An implementation of Bayesian network structure learning with continuous optimization for federated learning.

• substra/substra274

  FL framework

  Enables the training and validation of machine learning models on distributed datasets in a secure and scalable manner.

• zoesgithub/fedreg26

  FL accelerator

  An algorithm to improve convergence rates and protect privacy in Federated Learning by addressing the catastrophic forgetting issue during local training

• xtra-computing/simfl18

  Federated learning algorithm

  A C++ implementation of a federated learning algorithm for decision trees, enabling multiple parties to jointly learn from their private data without sharing it.

• hmgxr128/mifa_code9

  Federated Learning system

  An implementation of Fast Federated Learning under device unavailability for minimizing latency and achieving optimal convergence rates

• optimization-ai/icml2023_fedxl2

  Federated learner

  An implementation of a federated learning algorithm for optimization problems with compositional pairwise risk optimization.