Articoli con mandati relativi all'accesso pubblico - Kaspar MärtensUlteriori informazioni
Disponibili pubblicamente: 8
Bayesian statistics and modelling
R Van de Schoot, S Depaoli, R King, B Kramer, K Märtens, MG Tadesse, ...
Nature Reviews Methods Primers 1 (1), 1, 2021
Mandati: Netherlands Organisation for Scientific Research, UK Engineering and …
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), 11512, 2016
Mandati: Australian Research Council, National Institute of Health and Medical …
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), 13311, 2016
Mandati: Australian Research Council, National Institute of Health and Medical …
BasisVAE: Translation-invariant feature-level clustering with Variational Autoencoders
K Märtens, C Yau
International Conference on Artificial Intelligence and Statistics, 2928-2937, 2020
Mandati: UK Engineering and Physical Sciences Research Council, UK Medical Research …
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
Mandati: Canadian Institutes of Health Research, UK Engineering and Physical Sciences …
Neural decomposition: Functional anova with variational autoencoders
K Märtens, C Yau
International conference on artificial intelligence and statistics, 2917-2927, 2020
Mandati: UK Engineering and Physical Sciences Research Council, UK Medical Research …
Rarity: discovering rare cell populations from single-cell imaging data
K Märtens, M Bortolomeazzi, L Montorsi, J Spencer, F Ciccarelli, C Yau
Bioinformatics 39 (12), btad750, 2023
Mandati: Versus Arthritis, UK, Cancer Research UK, UK Engineering and Physical …
Augmented Ensemble MCMC sampling in Factorial Hidden Markov Models
K Märtens, MK Titsias, C Yau
International Conference on Artificial Intelligence and Statistics (AISTATS), 2019
Mandati: UK Engineering and Physical Sciences Research Council, UK Medical Research …
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