Topi Paananen

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Sensitivity Analysis

Top Venues

Publications

Noa Kallioinen, Topi Paananen, Paul-Christian Bürkner, Aki Vehtari
Detecting and diagnosing prior and likelihood sensitivity with power-scaling. Stat. Comput. 34 (1) (2024)
Isaac Sebenius, Topi Paananen, Aki Vehtari
Feature Collapsing for Gaussian Process Variable Ranking. AISTATS (2022)
Topi Paananen, Juho Piironen, Paul-Christian Bürkner, Aki Vehtari
Implicitly adaptive importance sampling. Stat. Comput. 31 (2) (2021)
Topi Paananen, Michael Riis Andersen, Aki Vehtari
Uncertainty-aware sensitivity analysis using Rényi divergences. UAI (2021)
Topi Paananen, Juho Piironen, Michael Riis Andersen, Aki Vehtari
Variable selection for Gaussian processes via sensitivity analysis of the posterior predictive distribution. AISTATS (2019)