Eero Siivola

Good practices for Bayesian optimization of high dimensional structured spaces

Eero Siivola, Andrei Paleyes, Javier González et al. · Applied AI Letters · 2021 · 25 citations · Full text

Mathematical Programming, Engineering, Machine Learning +21

Data fusion system for monitoring water quality: Application to chlorophyll-a in Baltic sea coast

M. Gunia, Marko Laine, Olli Malve et al. · Environmental Modelling & Software · 2022 · 22 citations · Full text

A Challenge for an Environmental Measuring Station

P. Hari, Markku Kulmala, Toivo Pohja et al. · Silva Fennica · 1994 · 17 citations · Full text

Environmental Indicator, Environmental Monitoring, Engineering +8

CORRECTING BOUNDARY OVER-EXPLORATION DEFICIENCIES IN BAYESIAN OPTIMIZATION WITH VIRTUAL DERIVATIVE SIGN OBSERVATIONS

Eero Siivola, Aki Vehtari, Jarno Vanhatalo et al. · 2018 · 11 citations · Full text

Mathematical Programming, Artificial Intelligence, Bayesian Decision Theory +19

Active Learning for Decision-Making from Imbalanced Observational Data

Iiris Sundin, Peter Schulam, Eero Siivola et al. · 2019 · 11 citations

Data Classification, Engineering, Machine Learning +15