Henrik Mannerström
Orcid: 0000-0001-8492-665X
According to our database1,
Henrik Mannerström
authored at least 11 papers
between 2011 and 2022.
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Bibliography
2022
PairGP: Gaussian process modeling of longitudinal data from paired multi-condition studies.
Comput. Biol. Medicine, 2022
2021
lgpr: an interpretable non-parametric method for inferring covariate effects from longitudinal data.
Bioinform., 2021
2019
A Probabilistic Framework for Molecular Network Structure Inference by Means of Mechanistic Modeling.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019
An interpretable probabilistic machine learning method for heterogeneous longitudinal studies.
CoRR, 2019
Bioinform., 2019
2018
Learning stochastic differential equations with Gaussian Processes without Gradient Matching.
Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
2015
Analyzing Th17 cell differentiation dynamics using a novel integrative modeling framework for time-course RNA sequencing data.
BMC Syst. Biol., 2015
2011
Inference of Kinetic Parameters of Delayed Stochastic Models of Gene Expression Using a Markov Chain Approximation.
EURASIP J. Bioinform. Syst. Biol., 2011
In vivo kinetics of transcription initiation of the lar promoter in Escherichia coli. Evidence for a sequential mechanism with two rate-limiting steps.
BMC Syst. Biol., 2011