Decentralized optimization
Title: Decentralized optimization
SNIC Project: Berzelius-2022-136
Project Type: LiU Berzelius
Principal Investigator: Firooz Shahriari Mehr <firooz@chalmers.se>
Affiliation: Chalmers tekniska högskola
Duration: 2022-07-01 – 2023-01-01
Classification: 10201
Keywords:

Abstract

My Ph.D. thesis title is Decentralized machine learning over networks. Until now, I was doing my simulation on synthetic data and small datasets. Now, I need to move forward and consider larger datasets with a real network of resources. My plan is to solve the optimal transport problem for domain adaptation in a real environment using two large datasets.