| BayesFlow: Learning complex stochastic models with invertible neural networks ST Radev, UK Mertens, A Voss, L Ardizzone, U Köthe IEEE Transactions on Neural Networks and Learning Systems 33 (4), 1452-1466, 2020 | 337 | 2020 |
| Mental speed is high until age 60 as revealed by analysis of over a million participants M von Krause*, ST Radev*, A Voss Nature Human Behaviour 6 (5), 700-708, 2022 | 77 | 2022 |
| Detecting model misspecification in amortized Bayesian inference with neural networks M Schmitt, PC Bürkner, U Köthe, ST Radev DAGM German Conference on Pattern Recognition, 541-557, 2023 | 62 | 2023 |
| JANA: Jointly amortized neural approximation of complex Bayesian models ST Radev, M Schmitt, V Pratz, U Picchini, U Köthe, PC Bürkner Proceedings of the 39th Conference on Uncertainty in Artificial Intelligence …, 2023 | 61 | 2023 |
| OutbreakFlow: Model-based Bayesian inference of disease outbreak dynamics with invertible neural networks and its application to the COVID-19 pandemics in Germany ST Radev, F Graw, S Chen, NT Mutters, VM Eichel, T Bärnighausen, ... PLOS Computational Biology 17 (10), e1009472, 2021 | 61 | 2021 |
| BayesFlow: Amortized Bayesian workflows with neural networks ST Radev, M Schmitt, L Schumacher, L Elsemüller, V Pratz, Y Schälte, ... Journal of Open Source Software 8 (89), 5702, 2023 | 60 | 2023 |
| Amortized Bayesian model comparison with evidential deep learning ST Radev, M D'Alessandro, UK Mertens, A Voss, U Köthe, PC Bürkner IEEE Transactions on Neural Networks and Learning Systems 34 (8), 4903 - 4917, 2021 | 57 | 2021 |
| Measuring QCD splittings with invertible networks S Bieringer, A Butter, T Heimel, S Höche, U Köthe, T Plehn, ST Radev SciPost Physics 10 (6), 126, 2021 | 57 | 2021 |
| Towards end‐to‐end likelihood‐free inference with convolutional neural networks ST Radev, UK Mertens, A Voss, U Köthe British Journal of Mathematical and Statistical Psychology 73 (1), 23-43, 2020 | 47 | 2020 |
| Some models are useful, but how do we know which ones? Towards a unified Bayesian model taxonomy PC Bürkner, M Scholz, ST Radev Statistics Surveys 17, 216-310, 2023 | 44 | 2023 |
| Neural superstatistics for Bayesian estimation of dynamic cognitive models L Schumacher, PC Bürkner, A Voss, U Köthe, ST Radev Scientific Reports 13 (1), 13778, 2023 | 31 | 2023 |
| Volitional modification of brain activity in adolescents with Autism Spectrum Disorder: A Bayesian analysis of Slow Cortical Potential neurofeedback L Konicar, ST Radev, K Prillinger, M Klöbl, R Diehm, N Birbaumer, ... NeuroImage: Clinical 29, 102557, 2021 | 30 | 2021 |
| Evaluation of neurofeedback learning in patients with ADHD: A systematic review E Kuznetsova, AVP Veilahti, R Akhundzadeh, S Radev, L Konicar, ... Applied psychophysiology and biofeedback 48 (1), 11-25, 2023 | 28 | 2023 |
| Jumping to conclusion? A Lévy flight model of decision making EM Wieschen, A Voss, ST Radev The Quantitative Methods for Psychology 16 (2), 120-132, 2020 | 28 | 2020 |
| Balancing the brain of offenders with psychopathy? Resting state EEG and electrodermal activity after a pilot study of brain self-regulation training L Konicar, ST Radev, S Silvoni, E Bolinger, R Veit, U Strehl, C Vesely, ... PLoS ONE 16 (1), e0242830, 2021 | 25 | 2021 |
| Sensitivity-aware amortized Bayesian inference L Elsemüller, H Olischläger, M Schmitt, PC Bürkner, U Köthe, ST Radev Transactions on Machine Learning Research (TMLR), 2023 | 24 | 2023 |
| Simulation-based prior knowledge elicitation for parametric Bayesian models F Bockting, ST Radev, PC Bürkner Scientific Reports 14 (1), 17330, 2024 | 22 | 2024 |
| Consistency Models for Scalable and Fast Simulation-Based Inference M Schmitt, V Pratz, U Köthe, PC Bürkner, ST Radev Advances in Neural Information Processing Systems 37, 126908-126945, 2023 | 21 | 2023 |
| Data resource profile: The global school-based student health survey—behavioural risk and protective factors among adolescents AC Bischops, ST Radev, U Köthe, S Chen, P Geldsetzer, M Sarker, TT Su, ... International Journal of Epidemiology 52 (2), e102-e109, 2023 | 20 | 2023 |
| Repeated sessions of transcranial direct current stimulation on adolescents with autism spectrum disorder: study protocol for a randomized, double-blind, and sham-controlled … K Prillinger, ST Radev, G Amador de Lara, M Klöbl, R Lanzenberger, ... Frontiers in psychiatry 12, 680525, 2021 | 20 | 2021 |
Paul-Christian BürknerFull Professor of Computational Statistics, TU Dortmund UniversityVerified email at tu-dortmund.de
