Aki S. Havulinna

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 4

Top Topics

Survival Analysis

Hierarchical Bayesian

Dirichlet Prior

Gaussian Density

Top Venues

J. Mach. Learn. Res.

Publications

Tianyu Cui, Aki S. Havulinna, Pekka Marttinen, Samuel Kaski
Informative Gaussian Scale Mixture Priors for Bayesian Neural Networks. CoRR (2020)
Iiris Sundin, Tomi Peltola, Luana Micallef, Homayun Afrabandpey, Marta Soare, Muntasir Mamun Majumder, Pedram Daee, Chen He, Baris Serim, Aki S. Havulinna, Caroline Heckman, Giulio Jacucci, Pekka Marttinen, Samuel Kaski
Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge. Bioinform. 34 (13) (2018)
Jussi Gillberg, Pekka Marttinen, Matti Pirinen, Antti J. Kangas, Pasi Soininen, Mehreen Ali, Aki S. Havulinna, Marjo-Riitta Järvelin, Mika Ala-Korpela, Samuel Kaski
Multiple Output Regression with Latent Noise. J. Mach. Learn. Res. 17 (2016)
Christian Benner, Chris C. A. Spencer, Aki S. Havulinna, Veikko Salomaa, Samuli Ripatti, Matti Pirinen
FINEMAP: efficient variable selection using summary data from genome-wide association studies. Bioinform. 32 (10) (2016)
Tomi Peltola, Aki S. Havulinna, Veikko Salomaa, Aki Vehtari
Hierarchical Bayesian Survival Analysis and Projective Covariate Selection in Cardiovascular Event Risk Prediction. BMA@UAI (2014)