Juho Piironen

According to our database, Juho Piironen authored at least 12 papers between 2016 and 2023.

Collaborative distances:

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

2023

Using reference models in variable selection.

Federico Pavone, Juho Piironen, Paul-Christian Bürkner, Aki Vehtari

Comput. Stat., March, 2023

2021

Implicitly adaptive importance sampling.

Topi Paananen, Juho Piironen, Paul-Christian Bürkner, Aki Vehtari

Stat. Comput., 2021

2020

A decision-theoretic approach for model interpretability in Bayesian framework.

Homayun Afrabandpey, Tomi Peltola, Juho Piironen, Aki Vehtari, Samuel Kaski

Mach. Learn., 2020

2019

Bayesian Predictive Inference and Feature Selection for High-Dimensional Data; (Bayesilainen ennustava päättely ja piirrevalinta korkeaulotteisille aineistoille).

Juho Piironen

PhD thesis, 2019

Making Bayesian Predictive Models Interpretable: A Decision Theoretic Approach.

Homayun Afrabandpey, Tomi Peltola, Juho Piironen, Aki Vehtari, Samuel Kaski

CoRR, 2019

Variable selection for Gaussian processes via sensitivity analysis of the posterior predictive distribution.

Topi Paananen, Juho Piironen, Michael Riis Andersen, Aki Vehtari

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Projective Inference in High-dimensional Problems: Prediction and Feature Selection.

Juho Piironen, Markus Paasiniemi, Aki Vehtari

CoRR, 2018

Alarm Prediction in LTE Networks.

Simon Holmbacka, Jarno Niemelä, Henri Karikallio, Karri Sunila, Ilkka Raiskinen, Eero Siivola, Juho Piironen, Tuomas Sivula

Proceedings of the 25th International Conference on Telecommunications, 2018

Iterative Supervised Principal Components.

Juho Piironen, Aki Vehtari

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Comparison of Bayesian predictive methods for model selection.

Juho Piironen, Aki Vehtari

Stat. Comput., 2017

On the Hyperprior Choice for the Global Shrinkage Parameter in the Horseshoe Prior.

Juho Piironen, Aki Vehtari

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Projection predictive model selection for Gaussian processes.

Juho Piironen, Aki Vehtari

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016