Tao Lin

Ensemble Distillation for Robust Model Fusion in Federated Learning

Tao Lin, Lingjing Kong, Sebastian U. Stich et al. · arXiv (Cornell University) · 2020 · 485 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Don't Use Large Mini-Batches, Use Local SGD

Tao Lin, Sebastian U. Stich, Kumar Kshitij Patel et al. · arXiv (Cornell University) · 2018 · 162 citations · Full text

Local Sgd, Massively-parallel Computing, Engineering +14

Dynamic Model Pruning with Feedback

Tao Lin, Sebastian U. Stich, Luis Barba et al. · arXiv (Cornell University) · 2020 · 87 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Don't Use Large Mini-batches, Use Local SGD

Tao Lin, Sebastian U. Stich, Kumar Kshitij Patel et al. · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2020 · 71 citations · Full text

Local Sgd, Massively-parallel Computing, Engineering +14

GA-Par: Dependable Microservice Orchestration Framework for Geo-Distributed Clouds

Zhenyu Wen, Tao Lin, Renyu Yang et al. · IEEE Transactions on Parallel and Distributed Systems · 2019 · 49 citations · Full text

Cluster Computing, Secure Service, Provisioning (Technology) +16