| Feature selection for the accurate prediction of septic and cardiogenic shock ICU mortality in the acute phase A Aushev, VR Ripoll, A Vellido, F Aletti, BB Pinto, A Herpain, EH Post, ... PloS one 13 (11), e0199089, 2018 | 28 | 2018 |
| Likelihood-free inference with deep Gaussian processes A Aushev, H Pesonen, M Heinonen, J Corander, S Kaski Computational Statistics & Data Analysis 174, 107529, 2022 | 10 | 2022 |
| Likelihood-free inference in state-space models with unknown dynamics A Aushev, T Tran, H Pesonen, A Howes, S Kaski Statistics and Computing 34 (1), 27, 2024 | 2 | 2024 |
| Online Simulator-Based Experimental Design for Cognitive Model Selection A Aushev, A Putkonen, G Clarte, S Chandramouli, L Acerbi, S Kaski, ... Computational Brain & Behavior, 2023 | 1 | 2023 |
| Sample-efficient inference for agent-based cognitive models and other computationally intensive simulators A Aushev | | 2023 |
| Clinical assessment of shock through machine learning techniques A Aushev Universitat Politecnica DE Catalunya, 2018 | | 2018 |
| Sample-efficient inference for simulators: complex noise models and time-series A Aushev | | |
