Martin Jaggi

Advances and Open Problems in Federated Learning

Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.2K citations · Full text

Revisiting Frank-Wolfe: Projection-Free Sparse Convex Optimization

Martin Jaggi · 2013 · 891 citations · Full text

Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features

Matteo Pagliardini, Prakhar Gupta, Martin Jaggi · 2018 · 693 citations · Full text

Engineering, Martin Jaggi, Cross-lingual Representation +18

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

Sparsified SGD with Memory

Sebastian U. Stich, Jean-Baptiste Cordonnier, Martin Jaggi · arXiv (Cornell University) · 2018 · 233 citations · Full text

Sparsification Techniques, Engineering, Machine Learning +19