Alexander Aushev

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Multitask Learning

Gaussian Process

Top Venues

Comput. Stat. Data Anal.

Publications

Alexander Aushev, Thong Tran, Henri Pesonen, Andrew Howes, Samuel Kaski
Likelihood-free inference in state-space models with unknown dynamics. Stat. Comput. 34 (1) (2024)
Alexander Aushev, Aini Putkonen, Gregoire Clarte, Suyog Chandramouli, Luigi Acerbi, Samuel Kaski, Andrew Howes
Online simulator-based experimental design for cognitive model selection. CoRR (2023)
Alexander Aushev, Henri Pesonen, Markus Heinonen, Jukka Corander, Samuel Kaski
Likelihood-free inference with deep Gaussian processes. Comput. Stat. Data Anal. 174 (2022)
Alexander Aushev, Thong Tran, Henri Pesonen, Andrew Howes, Samuel Kaski
Likelihood-Free Inference in State-Space Models with Unknown Dynamics. CoRR (2021)
Alexander Aushev, Henri Pesonen, Markus Heinonen, Jukka Corander, Samuel Kaski
Likelihood-Free Inference with Deep Gaussian Processes. CoRR (2020)