Aki Vehtari

Academy Research Fellow, D.Sc. (Tech.), Adjunct Professor (docent) in Statistics

Helsinki University of Technology (TKK)

Department of Biomedical Engineering and Computational Science

Centre of Excellence in Computational Complex Systems Research

Tel: +358 9 4702 4849

Email: Aki.Vehtari@hut.fi

Research Activities

• Bayesian Methods for Neural Networks
• Bayesian Model Assessment and Selection Using Expected Utilities
• Neural Networks in Electrical Impedance Tomography
• Bayesian Modelling of the Concrete Quality
• Statistical Brain Signal Analysis
• Sequential Monte Carlo Methods in Multiple Target Tracking
• New Analysis Methods for Healthcare Process Management
• Gaussian processes in Bayesian modelling of complex systems
• Public health Genomics to Practice in Cardiovasculaur diseases

Publications

• Publications list

Teaching

• S-114.2601 Introduction to Bayesian Modeling (5 p) L (leave of absence)
• S-114.4610 Special course in Bayesian modeling (1-8 p) LV
• S-114.4612 Special course in Bayesian modeling 2 (1-8 p) LV

Software

• MCMC Methods for MLP and GP and Stuff (for Matlab)
• MCMC diagnostics for Matlab
• FBM tools for Matlab
• Other research software I have (co)authored