Juho Piironen
University of Turku(FI)Aalto University(FI)
Publications by Year
Research Areas
Statistical Methods and Inference, Gaussian Processes and Bayesian Inference, Statistical Methods and Bayesian Inference, Machine Learning and Data Classification, Advanced Multi-Objective Optimization Algorithms
Most-Cited Works
- → Sparsity information and regularization in the horseshoe and other shrinkage priors(2017)453 cited
- → Comparison of Bayesian predictive methods for model selection(2016)325 cited
- → Projective inference in high-dimensional problems: Prediction and feature selection(2020)106 cited
- → On the Hyperprior Choice for the Global Shrinkage Parameter in the\n Horseshoe Prior(2016)65 cited
- → Implicitly adaptive importance sampling(2021)40 cited
- → Projection predictive model selection for Gaussian processes(2016)35 cited
- → Variable selection for Gaussian processes via sensitivity analysis of the posterior predictive distribution(2017)32 cited
- → Using reference models in variable selection(2022)25 cited
- → Projection predictive variable selection using Stan+R(2015)19 cited