Sebastian U. Stich

Researcher Next ID · RN-000408

Professor · Computer Science

Saarbrücken, Germany

Not currently recruitingFunding unknown

About

141 publications and 9,468 citations recorded on OpenAlex.

Computer Science

Stochastic Gradient Optimization Techniques

Privacy-Preserving Technologies in Data

Sparse and Compressive Sensing Techniques

Advanced Optimization Algorithms Research

Advanced Neural Network Applications

Advances and Open Problems in Federated Learning
Foundations and Trends® in Machine Learning · 2020 · 10.1561/2200000083
Ensemble Distillation for Robust Model Fusion in Federated Learning
arXiv (Cornell University) · 2020 · 10.48550/arxiv.2006.07242
SCAFFOLD: Stochastic Controlled Averaging for Federated Learning
arXiv (Cornell University) · 2019 · 10.48550/arxiv.1910.06378
Sparsified SGD with Memory
arXiv (Cornell University) · 2018 · 10.48550/arxiv.1809.07599
Local SGD Converges Fast and Communicates Little
arXiv (Cornell University) · 2018 · 10.48550/arxiv.1805.09767

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