On the Effectiveness of Partial Variance Reduction in Federated Learning with Heterogeneous Data
Li, Bo, Schmidt, Mikkel N., Alstrom, Tommy S., Stich, Sebastian U.
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
Semantic Perturbations with Normalizing Flows for Improved Generalization
Yuksel, Oguz Kaan, Stich, Sebastian U., Jaggi, Martin, Chavdarova, Tatjana
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
Decentralized gradient tracking with local steps
Liu, Yue, Lin, Tao, Koloskova, Anastasia, Stich, Sebastian U.
Published in Optimization methods & software (14.03.2024)
Published in Optimization methods & software (14.03.2024)
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Journal Article
On the existence of ordinary triangles
Fulek, Radoslav, Mojarrad, Hossein Nassajian, Naszódi, Márton, Solymosi, József, Stich, Sebastian U., Szedlák, May
Published in Computational geometry : theory and applications (01.12.2017)
Published in Computational geometry : theory and applications (01.12.2017)
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Journal Article
Communication-Efficient Gradient Descent-Accent Methods for Distributed Variational Inequalities: Unified Analysis and Local Updates
Zhang, Siqi, Choudhury, Sayantan, Stich, Sebastian U, Loizou, Nicolas
Year of Publication 08.06.2023
Year of Publication 08.06.2023
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Journal Article