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Oswin Krause
Oswin Krause
Department of Computer Science, University of Copenhagen
Verified email at di.ku.dk
Title
Cited by
Year
A CMA-ES with multiplicative covariance matrix updates
O Krause, T Glasmachers
Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015
192015
A loss function for generative neural networks based on watson’s perceptual model
S Czolbe, O Krause, I Cox, C Igel
Advances in Neural Information Processing Systems 33, 2051-2061, 2020
332020
A more efficient rank-one covariance matrix update for evolution strategies
O Krause, C Igel
Proceedings of the 2015 ACM Conference on Foundations of Genetic Algorithms …, 2015
302015
Algorithms for estimating the partition function of restricted Boltzmann machines
O Krause, A Fischer, C Igel
Artificial Intelligence 278, 103195, 2020
222020
Approximation properties of DBNs with binary hidden units and real-valued visible units
O Krause, A Fischer, T Glasmachers, C Igel
International conference on machine learning, 419-426, 2013
202013
Automatic, adaptive and sparse acquisition of Coulomb-blockade boundaries in quantum-dot arrays (Part 1)
A Chatterjee, F Ansaloni, B Brovang, T Rasmussen, O Krause, ...
APS March Meeting Abstracts 2021, F29. 012, 2021
2021
Automatic, adaptive and sparse acquisition of Coulomb-blockade boundaries in quantum-dot arrays (Part 2)
B Brovang, T Rasmussen, A Chatterjee, O Krause, F Kuemmeth
APS March Meeting Abstracts 2021, F29. 004, 2021
2021
Autonomous estimation of high-dimensional coulomb diamonds from sparse measurements
A Chatterjee, F Ansaloni, T Rasmussen, B Brovang, F Fedele, ...
Physical Review Applied 18 (6), 064040, 2022
132022
Bayesian active learning for maximal information gain on model parameters
K Arnavaz, A Feragen, O Krause, M Loog
2020 25th International Conference on Pattern Recognition (ICPR), 10524-10531, 2021
22021
Clinical Validation
TO Andersen, KD Nielsen, J Moll, JH Svendsen, S Shakibfar, O Krause, ...
Journal of Medical Informatics 129, 381-387, 2019
2019
CMA-ES with optimal covariance update and storage complexity
O Krause, DR Arbonès, C Igel
Advances in neural information processing systems 29, 2016
472016
Convergence analysis of the Hessian estimation evolution strategy
T Glasmachers, O Krause
Evolutionary computation 30 (1), 27-50, 2022
32022
Convolutional neural networks for segmentation and object detection of human semen
M Stær Nissen, O Krause, K Almstrup, S Kjærulff, T Trindkær Nielsen, ...
arXiv e-prints, arXiv: 1704.00498, 2017
2017
Convolutional neural networks for segmentation and object detection of human semen
MS Nissen, O Krause, K Almstrup, S Kjærulff, TT Nielsen, M Nielsen
Image Analysis: 20th Scandinavian Conference, SCIA 2017, Tromsø, Norway …, 2017
232017
Deep Feature based Image Registration
S Czolbe, O Krause, A Feragen
DeepSim: Semantic similarity metrics for learned image registration
S Czolbe, O Krause, A Feragen
arXiv preprint arXiv:2011.05735, 2020
92020
Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients
E Jimenez-Solem, TS Petersen, C Hansen, C Hansen, C Lioma, C Igel, ...
Scientific reports 11 (1), 3246, 2021
842021
Distribution Learning in Evolutionary Strategies and Restricted Boltzmann Machines
O Krause
University of Copenhagen, Faculty of Science [Department of Computer Science], 2015
2015
Estimation of convex polytopes for automatic discovery of charge state transitions in quantum dot arrays
O Krause, B Brovang, T Rasmussen, A Chatterjee, F Kuemmeth
Electronics 11 (15), 2327, 2022
52022
Fast and Effective Multi-Objective Optimisation of Submerged Wave Energy Converters under Realistic Conditions
DR Arbonès, NY Sergiienko, M Wagner, B Ding, O Krause, C Igel
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