Aki S. Havulinna

According to our database, Aki S. Havulinna authored at least 5 papers between 2014 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Informative Gaussian Scale Mixture Priors for Bayesian Neural Networks.

Tianyu Cui, Aki S. Havulinna, Pekka Marttinen, Samuel Kaski

CoRR, 2020

2018

Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge.

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

Bioinform., 2018

2016

Multiple Output Regression with Latent Noise.

Jussi Gillberg, Pekka Marttinen, Matti Pirinen, Antti J. Kangas, Pasi Soininen, Mehreen Ali, Aki S. Havulinna, Marjo-Riitta Järvelin, Mika Ala-Korpela, Samuel Kaski

J. Mach. Learn. Res., 2016

FINEMAP: efficient variable selection using summary data from genome-wide association studies.

Christian Benner, Chris C. A. Spencer, Aki S. Havulinna, Veikko Salomaa, Samuli Ripatti, Matti Pirinen

Bioinform., 2016

2014

Hierarchical Bayesian Survival Analysis and Projective Covariate Selection in Cardiovascular Event Risk Prediction.

Tomi Peltola, Aki S. Havulinna, Veikko Salomaa, Aki Vehtari

Proceedings of the Eleventh UAI Bayesian Modeling Applications Workshop co-located with the 30th Conference on Uncertainty in Artificial Intelligence, 2014