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Hannes Nickisch
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Learning to detect unseen object classes by between-class attribute transfer
CH Lampert, H Nickisch, S Harmeling
2009 IEEE conference on computer vision and pattern recognition, 951-958, 2009
23782009
Attribute-based classification for zero-shot visual object categorization
CH Lampert, H Nickisch, S Harmeling
IEEE transactions on pattern analysis and machine intelligence 36 (3), 453-465, 2013
14792013
Gaussian processes for machine learning (GPML) toolbox
CE Rasmussen, H Nickisch
The Journal of Machine Learning Research 11, 3011-3015, 2010
9832010
Approximations for binary Gaussian process classification
H Nickisch, CE Rasmussen
Journal of Machine Learning Research 9 (Oct), 2035-2078, 2008
4172008
Kernel interpolation for scalable structured Gaussian processes (KISS-GP)
A Wilson, H Nickisch
International conference on machine learning, 1775-1784, 2015
4092015
Additive gaussian processes
DK Duvenaud, H Nickisch, C Rasmussen
Advances in neural information processing systems 24, 2011
3122011
Comparison of deep learning approaches for multi-label chest X-ray classification
IM Baltruschat, H Nickisch, M Grass, T Knopp, A Saalbach
Scientific reports 9 (1), 1-10, 2019
2802019
Optimization of k‐space trajectories for compressed sensing by Bayesian experimental design
M Seeger, H Nickisch, R Pohmann, B Schölkopf
Magnetic Resonance in Medicine: An Official Journal of the International …, 2010
1562010
Compressed sensing and Bayesian experimental design
MW Seeger, H Nickisch
Proceedings of the 25th international conference on Machine learning, 912-919, 2008
1292008
Fast Kronecker inference in Gaussian processes with non-Gaussian likelihoods
S Flaxman, A Wilson, D Neill, H Nickisch, A Smola
International Conference on Machine Learning, 607-616, 2015
992015
Thoughts on massively scalable Gaussian processes
AG Wilson, C Dann, H Nickisch
arXiv preprint arXiv:1511.01870, 2015
902015
Large scale Bayesian inference and experimental design for sparse linear models
MW Seeger, H Nickisch
SIAM Journal on Imaging Sciences 4 (1), 166-199, 2011
842011
Blind retrospective motion correction of MR images
A Loktyushin, H Nickisch, R Pohmann, B Schölkopf
Magnetic resonance in medicine 70 (6), 1608-1618, 2013
832013
Scalable log determinants for Gaussian process kernel learning
K Dong, D Eriksson, H Nickisch, D Bindel, AG Wilson
Advances in Neural Information Processing Systems 30, 2017
772017
Method of determining the blood flow through coronary arteries
M Grass, H Schmitt, H Nickisch
US Patent 9,867,584, 2018
512018
Blind multirigid retrospective motion correction of MR images
A Loktyushin, H Nickisch, R Pohmann, B Schölkopf
Magnetic resonance in medicine 73 (4), 1457-1468, 2015
412015
Automatic classification of auroral images from the Oslo Auroral THEMIS (OATH) data set using machine learning
LBN Clausen, H Nickisch
Journal of Geophysical Research: Space Physics 123 (7), 5640-5647, 2018
372018
Learning an interactive segmentation system
H Nickisch, C Rother, P Kohli, C Rhemann
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics …, 2010
342010
Fast convergent algorithms for expectation propagation approximate Bayesian inference
M Seeger, H Nickisch
Proceedings of the Fourteenth International Conference on Artificial …, 2011
332011
Convex variational Bayesian inference for large scale generalized linear models
H Nickisch, MW Seeger
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
332009
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Articles 1–20