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Jonas Nordhaug Myhre
Jonas Nordhaug Myhre
Senior Researcher, Northern Research Institute NORCE
Verified email at uit.no
Title
Cited by
Cited by
Year
Robust clustering using a kNN mode seeking ensemble
JN Myhre, KØ Mikalsen, S Løkse, R Jenssen
Pattern Recognition 76, 491-505, 2018
422018
Controlling blood glucose levels in patients with type 1 diabetes using fitted q-iterations and functional features
JN Myhre, IK Launonen, S Wei, F Godtliebsen
2018 IEEE 28th international workshop on machine learning for signal …, 2018
162018
Mixture weight influence on kernel entropy component analysis and semi-supervised learning using the lasso
JN Myhre, R Jenssen
2012 IEEE International Workshop on Machine Learning for Signal Processing, 1-6, 2012
122012
Computationally efficient exact calculation of kernel density derivatives
M Shaker, JN Myhre, D Erdogmus
Journal of Signal Processing Systems 81 (3), 321-332, 2015
62015
Consensus clustering using knn mode seeking
JN Myhre, KØ Mikalsen, S Løkse, R Jenssen
Scandinavian Conference on Image Analysis, 175-186, 2015
62015
Invertible nonlinear cluster unwrapping
M Shaker, JN Myhre, MD Kaba, D Erdogmus
2014 IEEE International Workshop on Machine Learning for Signal Processing …, 2014
62014
In-silico evaluation of glucose regulation using policy gradient reinforcement learning for patients with type 1 diabetes mellitus
J Nordhaug Myhre, M Tejedor, I Kalervo Launonen, A El Fathi, ...
Applied Sciences 10 (18), 6350, 2020
42020
Semi-supervised Classification using Kernel Entropy Component Analysis and the LASSO.
JN Myhre
Universitetet i Tromsø, 2011
42011
Secant manifold constrained random projections-Improved cluster ensembles
JN Myhre
2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018
12018
Density ridge manifold traversal
JN Myhre, M Kampffmeyer, R Jenssen
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
12017
Manifold unwrapping using density ridges
JN Myhre, M Shaker, D Kaba, R Jenssen, D Erdogmus
arXiv preprint arXiv:1604.01602, 2016
12016
Automatic detection of the mental foramen for estimating mandibular cortical width in dental panoramic radiographs: the seventh survey of the Tromsø Study (Tromsø7) in 2015–2016
IP Edvardsen, A Teterina, T Johansen, JN Myhre, F Godtliebsen, ...
Journal of International Medical Research 50 (11), 03000605221135147, 2022
2022
Variable Depth Bayesian Neural Networks Using Reversible Jumps
J Berezowski, TH Johansen, JN Myhre, F Godtliebsen
2022 IEEE 32nd International Workshop on Machine Learning for Signal …, 2022
2022
Simpler is better: spectral regularization and up-sampling techniques for variational autoencoders
S Björk, JN Myhre, TH Johansen
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
2022
Clinically relevant features for predicting the severity of surgical site infections
A Boubekki, JN Myhre, LT Luppino, KØ Mikalsen, A Revhaug, R Jenssen
IEEE Journal of Biomedical and Health Informatics 26 (4), 1794-1801, 2021
2021
Controlling Blood Glucose For Patients With Type 1 DiabetesUsing Deep Reinforcement Learning–The Influence OfChanging The Reward Function
MAT Hernandez, JN Myhre
Proceedings of the Northern Lights Deep Learning Workshop 1, 6-6, 2020
2020
EVALUATING REWARD FUNCTIONS FOR BLOOD GLUCOSE CONTROL USING REINFORCEMENT LEARNING IN THE ARTIFICIAL PANCREAS
MT Hernandez, J Myhre, I Launonen, F Godtliebsen
DIABETES TECHNOLOGY & THERAPEUTICS 22, A86-A86, 2020
2020
A generic unfolding algorithm for manifolds estimated by local linear approximations
JN Myhre, M Shaker, MD Kaba, R Jenssen, D Erdogmus
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
2020
Machine Learning using Principal Manifolds and Mode Seeking
JN Myhre
UiT Norges arktiske universitet, 2016
2016
Manifold unwrapping using density ridges
J Nordhaug Myhre, M Shaker, D Kaba, R Jenssen, D Erdogmus
arXiv e-prints, arXiv: 1604.01602, 2016
2016
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Articles 1–20