Martin Slawski

Asynchronous Online Federated Learning for Edge Devices with Non-IID Data

Yujing Chen, Yue Ning, Martin Slawski et al. · 2020 · 402 citations

Artificial Intelligence, Cluster Computing, Federated Model +18

MeDeCom: discovery and quantification of latent components of heterogeneous methylomes

Pavlo Lutsik, Martin Slawski, Gilles Gasparoni et al. · Genome biology · 2017 · 101 citations · Full text

CMA – a comprehensive Bioconductor package for supervised classification with high dimensional data

Martin Slawski, Martin Däumer, Anne‐Laure Boulesteix · BMC Bioinformatics · 2008 · 97 citations · Full text

Development and internal validation of an aneurysm rupture probability model based on patient characteristics and aneurysm location, morphology, and hemodynamics

Felicitas J. Detmer, Bong Jae Chung, Fernando Mut et al. · International Journal of Computer Assisted Radiology and Surgery · 2018 · 77 citations · Full text

Patient Characteristics, Vascular Surgery, Surgery +5

Sparse recovery by thresholded non-negative least squares

Martin Slawski, Matthias Hein · Neural Information Processing Systems · 2011 · 58 citations

Engineering, Machine Learning, Regularization Parameter +16