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Hubert Eichner
Hubert Eichner
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Cited by
Year
Advances and open problems in federated learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
Foundations and trends® in machine learning 14 (1–2), 1-210, 2021
50932021
Towards federated learning at scale: System design
K Bonawitz, H Eichner, W Grieskamp, D Huba, A Ingerman, V Ivanov, ...
Proceedings of machine learning and systems 1, 374-388, 2019
27992019
Federated learning for mobile keyboard prediction
A Hard, K Rao, R Mathews, S Ramaswamy, F Beaufays, S Augenstein, ...
arXiv preprint arXiv:1811.03604, 2018
15172018
Applied federated learning: Improving google keyboard query suggestions
T Yang, G Andrew, H Eichner, H Sun, W Li, N Kong, D Ramage, ...
arXiv preprint arXiv:1812.02903, 2018
6432018
A field guide to federated optimization
J Wang, Z Charles, Z Xu, G Joshi, HB McMahan, M Al-Shedivat, G Andrew, ...
arXiv preprint arXiv:2107.06917, 2021
3042021
Federated evaluation of on-device personalization
K Wang, R Mathews, C Kiddon, H Eichner, F Beaufays, D Ramage
arXiv preprint arXiv:1910.10252, 2019
2932019
Internal structure of the fly elementary motion detector
H Eichner, M Joesch, B Schnell, DF Reiff, A Borst
Neuron 70 (6), 1155-1164, 2011
2052011
Mariana Raykova, Dawn Song, Weikang Song, Sebastian U
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth …, 2021
1282021
Semi-cyclic stochastic gradient descent
H Eichner, T Koren, B McMahan, N Srebro, K Talwar
International Conference on Machine Learning, 1764-1773, 2019
1052019
Functional specialization of parallel motion detection circuits in the fly
M Joesch, F Weber, H Eichner, A Borst
Journal of Neuroscience 33 (3), 902-905, 2013
872013
Neuron splitting in compute-bound parallel network simulations enables runtime scaling with twice as many processors
ML Hines, H Eichner, F Schürmann
Journal of computational neuroscience 25, 203-210, 2008
552008
Federated learning for mobile keyboard prediction (2018)
A Hard, K Rao, R Mathews, S Ramaswamy, F Beaufays, S Augenstein, ...
arXiv preprint arXiv:1811.03604, 1811
531811
Towards federated learning at scale: system design (2019)
K Bonawitz, H Eichner, W Grieskamp, D Huba, A Ingerman, V Ivanov, ...
arXiv preprint arXiv:1902.01046, 1902
481902
Neural simulations on multi-core architectures
H Eichner, T Klug, A Borst
Frontiers in neuroinformatics 3, 476, 2009
412009
Federated learning for mobile keyboard prediction. arXiv 2018
A Hard, K Rao, R Mathews, S Ramaswamy, F Beaufays, S Augenstein, ...
arXiv preprint arXiv:1811.03604, 2018
392018
Towards federated learning at scale: System design. arXiv 2019
K Bonawitz, H Eichner, W Grieskamp, D Huba, A Ingerman, V Ivanov, ...
arXiv preprint arXiv:1902.01046, 1902
361902
Coding efficiency of fly motion processing is set by firing rate, not firing precision
DL Spavieri Jr, H Eichner, A Borst
PLoS computational biology 6 (7), e1000860, 2010
202010
Eigenanalysis of a neural network for optic flow processing
F Weber, H Eichner, H Cuntz, A Borst
New Journal of Physics 10 (1), 015013, 2008
182008
Neural mechanisms underlying sensitivity to reverse-phi motion in the fly
A Leonhardt, M Meier, E Serbe, H Eichner, A Borst
PloS one 12 (12), e0189019, 2017
172017
Hardware instruction counting for log-based rollback recovery on x86-family processors
D Stodden, H Eichner, M Walter, C Trinitis
Service Availability: Third International Service Availability Symposium …, 2006
82006
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Articles 1–20