Department of Computer Science, Rensselaer Polytechnic Institute, 110 8th St, Troy, NY 12180, sep@cs.rpi.edu; Department of Computer Science, Rensselaer Polytechnic Institute, 110 8th St, Troy, NY 12180, castit@rpi.edu; Department of Computer Science, Rensselaer Polytechnic Institute, 110 8th St, Troy, NY 12180, dasa2@rpi.edu
Timothy Castiglia, Anirban Das, Stacy Patterson
Machine Learning;Stochastic Gradient Descent;Federated Learning;Hierarchical Networks;Distributed;Heterogeneous;Convergence Analysis
Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks