IEEE

Regulated Subspace Projection Based Local Model Update Compression for Communication-Efficient Federated Learning

Abstract: Despite high utility in distributed networks, federated learning entails enormous communication overhead due to the requirement of trained model exchange at every global iteration. When the ...
GitHub

Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion

# you can replace the name `concrete` with any name you like conda create --name concrete python=3.11 conda activate concrete pip install -r requirements.txt # x86-64 Linux ...
IEEE

Subspace Segmentation by Low Rank Representation via the Sparse-Prompting Quasi-Rank Function

Abstract: In this paper, a general optimization formulation is proposed for the subspace segmentation by low rank representation via the sparse-prompting quasi-rank function. We prove that, with the ...
GitHub

Vector samples - Azure AI Search

This repository provides Python, C#, REST, and JavaScript code samples for vector support in Azure AI Search. There are breaking changes from REST API version 2023-07-01-Preview to newer API versions.