Eero Siivola

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 10

Top Topics

Monte Carlo Sampling

Observational Data

Imbalanced Class Distribution

Top Venues

Publications

Martin Gunia, Marko Laine, Olli Malve, Kari Y. Kallio, Mikko Kervinen, Saku Anttila, Niina Kotamäki, Eero Siivola, J. Kettunen, T. Kauranne
Data fusion system for monitoring water quality: Application to chlorophyll-a in Baltic sea coast. Environ. Model. Softw. 155 (2022)
Eero Siivola, Akash Kumar Dhaka, Michael Riis Andersen, Javier González, Pablo Garcia Moreno, Aki Vehtari
Preferential Batch Bayesian Optimization. MLSP (2021)
Eero Siivola, Javier Gonzalez, Andrei Paleyes, Aki Vehtari
Good practices for Bayesian Optimization of high dimensional structured spaces. CoRR (2020)
Eero Siivola, Akash Kumar Dhaka, Michael Riis Andersen, Javier Gonzalez, Pablo Garcia Moreno, Aki Vehtari
Preferential Batch Bayesian Optimization. CoRR (2020)
Iiris Sundin, Peter Schulam, Eero Siivola, Aki Vehtari, Suchi Saria, Samuel Kaski
Active Learning for Decision-Making from Imbalanced Observational Data. ICML (2019)
Iiris Sundin, Peter Schulam, Eero Siivola, Aki Vehtari, Suchi Saria, Samuel Kaski
Active Learning for Decision-Making from Imbalanced Observational Data. CoRR (2019)
Eero Siivola, Aki Vehtari, Jarno Vanhatalo, Javier Gonzalez, Michael Riis Andersen
Correcting boundary over-Exploration Deficiencies in Bayesian Optimization with Virtual derivative Sign observations. MLSP (2018)
Simon Holmbacka, Jarno Niemelä, Henri Karikallio, Karri Sunila, Ilkka Raiskinen, Eero Siivola, Juho Piironen, Tuomas Sivula
Alarm Prediction in LTE Networks. ICT (2018)
Eero Siivola, Seppo Sierla, Hannu Niemistö, Tommi Karhela, Valeriy Vyatkin
Requirement verification in simulation-based automation testing. INDIN (2016)
Eero Siivola, Seppo Sierla, Hannu Niemistö, Tommi Karhela, Valeriy Vyatkin
Requirement verification in simulation-based automation testing. CoRR (2016)