Peltola, Tomi

6 publications

MLJ 2020 A Decision-Theoretic Approach for Model Interpretability in Bayesian Framework Homayun Afrabandpey, Tomi Peltola, Juho Piironen, Aki Vehtari, Samuel Kaski

IJCAI 2019 Human-in-the-Loop Active Covariance Learning for Improving Prediction in Small Data Sets Homayun Afrabandpey, Tomi Peltola, Samuel Kaski

NeurIPS 2019 Machine Teaching of Active Sequential Learners Tomi Peltola, Mustafa Mert Çelikok, Pedram Daee, Samuel Kaski

MLJ 2017 Knowledge Elicitation via Sequential Probabilistic Inference for High-Dimensional Prediction Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski

AISTATS 2014 Expectation Propagation for Likelihoods Depending on an Inner Product of Two Multivariate Random Variables Tomi Peltola, Pasi Jylänki, Aki Vehtari

UAI 2014 Hierarchical Bayesian Survival Analysis and Projective Covariate Selection in Cardiovascular Event Risk Prediction Tomi Peltola, Aki S. Havulinna, Veikko Salomaa, Aki Vehtari