communication-efficient topic

Main Stooa's repository. The online fishbowl tool.

Stooa

C3-SL: Circular Convolution-Based Batch-Wise Compression for Communication-Efficient Split Learning (IEEE MLSP 2022)

WesleyHsieh0806

GeoMX: A fast and unified system for distributed machine learning over geo-distributed data centers.

INET-RC

Atomo: Communication-efficient Learning via Atomic Sparsification

hwang595

Event-Triggered Communication in Parallel Machine Learning

soumyadipghosh

[ICML2022] ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training

a514514772

CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning

TsingZ0

AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning

TsingZ0