Kaspar Märtens
Title
Cited by
Cited by
Year
DNA methylome profiling of human tissues identifies global and tissue-specific methylation patterns
K Lokk, V Modhukur, B Rajashekar, K Märtens, R Mägi, R Kolde, ...
Genome biology 15 (4), 3248, 2014
2272014
Predicting quantitative traits from genome and phenome with near perfect accuracy
K Märtens, J Hallin, J Warringer, G Liti, L Parts
Nature communications 7 (1), 1-8, 2016
282016
Powerful decomposition of complex traits in a diploid model
J Hallin, K Märtens, AI Young, M Zackrisson, F Salinas, L Parts, ...
Nature communications 7 (1), 1-9, 2016
23*2016
seqlm: an MDL based method for identifying differentially methylated regions in high density methylation array data
R Kolde, K Märtens, K Lokk, S Laur, J Vilo
Bioinformatics 32 (17), 2604-2610, 2016
132016
Erratum to: DNA methylome profiling of human tissues identifies global and tissue-specific methylation patterns
K Lokk, V Modhukur, B Rajashekar, K Märtens, R Mägi, R Kolde, ...
Genome biology 17 (1), 224, 2016
22016
BasisVAE: Translation-invariant feature-level clustering with Variational Autoencoders
K Märtens, C Yau
arXiv preprint arXiv:2003.03462, 2020
2020
Decomposing feature-level variation with Covariate Gaussian Process Latent Variable Models
K Märtens, KR Campbell, C Yau
Proceedings of the 36th International Conference on Machine Learning (ICML), 2019
2019
Augmented Ensemble MCMC sampling in Factorial Hidden Markov Models
K Märtens, MK Titsias, C Yau
International Conference on Artificial Intelligence and Statistics (AISTATS), 2019
2019
The system can't perform the operation now. Try again later.
Articles 1–8