Articles with public access mandates - Oswin KrauseLearn more
Available somewhere: 20
CMA-ES with optimal covariance update and storage complexity
O Krause, DR Arbonès, C Igel
Advances in neural information processing systems 29, 2016
Mandates: Innovation Fund Denmark
Predicting electrical storms by remote monitoring of implantable cardioverter-defibrillator patients using machine learning
S Shakibfar, O Krause, C Lund-Andersen, A Aranda, J Moll, TO Andersen, ...
Ep Europace 21 (2), 268-274, 2019
Mandates: Innovation Fund Denmark
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
Mandates: Villum Foundation
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
Mandates: Danish National Advanced Technology Foundation
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
Mandates: Innovation Fund Denmark
Algorithms for estimating the partition function of restricted Boltzmann machines
O Krause, A Fischer, C Igel
Artificial Intelligence 278, 103195, 2020
Mandates: Innovation Fund Denmark
Unbounded population MO-CMA-ES for the bi-objective BBOB test suite
O Krause, T Glasmachers, N Hansen, C Igel
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference …, 2016
Mandates: Innovation Fund Denmark
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
Mandates: Danish National Advanced Technology Foundation
A CMA-ES with multiplicative covariance matrix updates
O Krause, T Glasmachers
Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015
Mandates: Danish National Advanced Technology Foundation
Population-Contrastive-Divergence: Does consistency help with RBM training?
O Krause, A Fischer, C Igel
Pattern Recognition Letters 102, 1-7, 2018
Mandates: Innovation Fund Denmark
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
Mandates: Danish Council for Independent Research
Qualitative and quantitative assessment of step size adaptation rules
O Krause, T Glasmachers, C Igel
Proceedings of the 14th ACM/SIGEVO Conference on Foundations of Genetic …, 2017
Mandates: Danish National Advanced Technology Foundation
Learning Coulomb diamonds in large quantum dot arrays
O Krause, A Chatterjee, F Kuemmeth, E van Nieuwenburg
SciPost Physics 13 (4), 084, 2022
Mandates: European Commission
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
Mandates: Danish Council for Independent Research
Inferring properties of dust in supernovae with neural networks
Z Ansari, C Gall, R Wesson, O Krause
Astronomy & Astrophysics 666, A176, 2022
Mandates: Villum Foundation, European Commission
Impact of device programming on the success of the first anti-tachycardia pacing therapy: An anonymized large-scale study
S Shakibfar, O Krause, C Lund-Andersen, F Strycko, J Moll, ...
Plos one 14 (8), e0219533, 2019
Mandates: Innovation Fund Denmark
Multi-objective optimization with unbounded solution sets
O Krause, T Glasmachers, C Igel
NeurIPS Workshop on Bayesian Optimization (BayesOpt 2016), 2016
Mandates: Innovation Fund Denmark
Spot the difference: Detection of topological changes via geometric alignment
PS Czolbe, A Feragen, O Krause
Advances in Neural Information Processing Systems 34, 14383-14395, 2021
Mandates: US National Institutes of Health
Impact of device programming on the success of the first anti-tachycardia pacing therapy: An anonymized large-scale study
O Krause, C Lund-Andersen, F Strycko, J Moll, TO Andersen, ...
Mandates: Innovation Fund Denmark
Clinical Validation
TO Andersen, KD Nielsen, J Moll, JH Svendsen, S Shakibfar, O Krause, ...
Journal of Medical Informatics 129, 381-387, 2019
Mandates: Innovation Fund Denmark
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