Juho Piironen

ORCID

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 11

Top Venues

Aalto University, Espoo, Finland (PHD)

Education History

Aalto University, Espoo, Finland

PHD

Publications

Federico Pavone, Juho Piironen, Paul-Christian Bürkner, Aki Vehtari
Using reference models in variable selection. Comput. Stat. 38 (1) (2023)
Topi Paananen, Juho Piironen, Paul-Christian Bürkner, Aki Vehtari
Implicitly adaptive importance sampling. Stat. Comput. 31 (2) (2021)
Homayun Afrabandpey, Tomi Peltola, Juho Piironen, Aki Vehtari, Samuel Kaski
A decision-theoretic approach for model interpretability in Bayesian framework. Mach. Learn. 109 (9-10) (2020)
Topi Paananen, Juho Piironen, Michael Riis Andersen, Aki Vehtari
Variable selection for Gaussian processes via sensitivity analysis of the posterior predictive distribution. AISTATS (2019)
Homayun Afrabandpey, Tomi Peltola, Juho Piironen, Aki Vehtari, Samuel Kaski
Making Bayesian Predictive Models Interpretable: A Decision Theoretic Approach. CoRR (2019)
Simon Holmbacka, Jarno Niemelä, Henri Karikallio, Karri Sunila, Ilkka Raiskinen, Eero Siivola, Juho Piironen, Tuomas Sivula
Alarm Prediction in LTE Networks. ICT (2018)
Juho Piironen, Aki Vehtari
Iterative Supervised Principal Components. AISTATS (2018)
Juho Piironen, Markus Paasiniemi, Aki Vehtari
Projective Inference in High-dimensional Problems: Prediction and Feature Selection. CoRR (2018)
Juho Piironen, Aki Vehtari
Comparison of Bayesian predictive methods for model selection. Stat. Comput. 27 (3) (2017)
Juho Piironen, Aki Vehtari
On the Hyperprior Choice for the Global Shrinkage Parameter in the Horseshoe Prior. AISTATS (2017)
Juho Piironen, Aki Vehtari
Projection predictive model selection for Gaussian processes. MLSP (2016)

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Publication Activity (10 Years)

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Juho Piironen