Likelihood-free inference with deep Gaussian processes. - Alexander Aushev; Henri Pesonen; Markus Heinonen; Jukka Corander; Samuel Kaski (Comput. Stat. Data Anal., 2022)

Online simulator-based experimental design for cognitive model selection. - Alexander Aushev; Aini Putkonen; Gregoire Clarte; Suyog Chandramouli; Luigi Acerbi; Samuel Kaski; Andrew Howes 001 (CoRR, 2023)

Likelihood-free inference in state-space models with unknown dynamics. - Alexander Aushev; Thong Tran; Henri Pesonen; Andrew Howes 001; Samuel Kaski (Stat. Comput., 2024)