Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Brendan McMahan

Practical and Private (Deep) Learning without Sampling or Shuffling


Feb 26, 2021
Peter Kairouz, Brendan McMahan, Shuang Song, Om Thakkar, Abhradeep Thakurta, Zheng Xu


  Access Paper or Ask Questions

Federated Learning with Autotuned Communication-Efficient Secure Aggregation


Nov 30, 2019
Keith Bonawitz, Fariborz Salehi, Jakub Konečný, Brendan McMahan, Marco Gruteser

* 5 pages, 3 figures. To appear at the IEEE Asilomar Conference on Signals, Systems, and Computers 2019 

  Access Paper or Ask Questions

Graph Oracle Models, Lower Bounds, and Gaps for Parallel Stochastic Optimization


Jul 31, 2018
Blake Woodworth, Jialei Wang, Brendan McMahan, Nathan Srebro


  Access Paper or Ask Questions

Federated Optimization:Distributed Optimization Beyond the Datacenter


Nov 11, 2015
Jakub Konečný, Brendan McMahan, Daniel Ramage

* NIPS workshop version 

  Access Paper or Ask Questions