Gabriel Krummenacher
Gabriel Krummenacher
Zühlke Engineering AG
Verified email at zuehlke.com - Homepage
TitleCited byYear
Near-optimal experimental design for model selection in systems biology
AG Busetto, A Hauser, G Krummenacher, M Sunnċker, S Dimopoulos, ...
Bioinformatics 29 (20), 2625-2632, 2013
392013
Fast and robust least squares estimation in corrupted linear models
B McWilliams, G Krummenacher, M Lucic, JM Buhmann
Advances in Neural Information Processing Systems, 415-423, 2014
352014
Wheel defect detection with machine learning
G Krummenacher, CS Ong, S Koller, S Kobayashi, JM Buhmann
IEEE Transactions on Intelligent Transportation Systems 19 (4), 1176-1187, 2017
312017
LOCO: Distributing Ridge Regression with Random Projections
C Heinze, B McWilliams, N Meinshausen, G Krummenacher
arXiv preprint arXiv:1406.3469, 2014
27*2014
Ellipsoidal Multiple Instance Learning
G Krummenacher, CS Ong, JM Buhmann
Proceedings of the 30th International Conference on Machine Learning 28, 2013
162013
Scalable Adaptive Stochastic Optimization Using Random Projections
G Krummenacher, B McWilliams, Y Kilcher, JM Buhmann, N Meinshausen
Advances in Neural Information Processing Systems 29, 1750--1758, 2016
112016
SPINDLE: End-to-end learning from EEG/EMG to extrapolate animal sleep scoring across experimental settings, labs and species
Đ Miladinović, C Muheim, S Bauer, A Spinnler, D Noain, M Bandarabadi, ...
PLoS computational biology 15 (4), e1006968, 2019
22019
RadaGrad: Random projections for adaptive stochastic optimization
G Krummenacher, B McWilliams
7th, 2014
22014
Scalable and Robust Supervised Learning Through Random Approximations
G Krummenacher
ETH Zurich, 2016
2016
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Articles 1–9