consensus-optimization

There are 6 repositories under consensus-optimization topic.

  • SarodYatawatta/federated-pytorch-test

    Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth

    Language:Python41217

  • KonstantinRiedl/CBOGlobalConvergenceAnalysis

    Numerical illustration of a novel analysis framework for consensus-based optimization (CBO) and numerical experiments demonstrating the practicability of the method

    Language:MATLAB18114

  • nlesc-dirac/sagecal

    SAGECal is a fast, memory efficient and GPU accelerated radio interferometric calibration program. It supports all source models including points, Gaussians and Shapelets. Distributed calibration using MPI and consensus optimization is enabled. Both spectral and spatial priors can be used as constraints. Tools to build/restore sky models are included.

    Language:C122638

  • AMSSwanglab/hReg-CNCC

    hReg-CNCC is a high-quality Regulatory network of Cranial Neural Crest Cell (CNCC), built by consensus optimization.

    Language:Python6000

  • KonstantinRiedl/CBOSaddlePoints

    A consensus-based optimization methods for saddle point problems (CBO-SP)

    Language:MATLAB3100

  • thadikari/consensus_optimization

    Code for numerical results in the ICASSP 2020 paper "Decentralized optimization with non-identical sampling in presence of stragglers".

    Language:Python2100