A factor graph approach to automated design of Bayesian signal processing algorithms M Cox, T van de Laar, B de Vries International Journal of Approximate Reasoning 104, 185-204, 2019 | 48 | 2019 |
Simulating active inference processes by message passing TW Van de Laar, B De Vries Frontiers in Robotics and AI 6, 20, 2019 | 33 | 2019 |
Variational message passing and local constraint manipulation in factor graphs İ Şenöz, T van de Laar, D Bagaev, B de Vries Entropy 23 (7), 807, 2021 | 22 | 2021 |
A probabilistic modeling approach to hearing loss compensation T Van De Laar, B de Vries IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (11 …, 2016 | 17 | 2016 |
Application of the free energy principle to estimation and control T van de Laar, A Özçelikkale, H Wymeersch IEEE Transactions on Signal Processing 69, 4234-4244, 2021 | 14 | 2021 |
Automated design of Bayesian signal processing algorithms T van de Laar | 11 | 2019 |
Chance-Constrained Active Inference T van de Laar, I Senoz, A Özçelikkale, H Wymeersch Neural Computation 33 (10), 2710–2735, 2021 | 8 | 2021 |
ForneyLab. jl: fast and flexible automated inference through message passing in Julia M Cox, T van de Laar, B de Vries International Conference on Probabilistic Programming, 2018 | 6 | 2018 |
ForneyLab: a toolbox for biologically plausible free energy minimization in dynamic neural models T van de Laar, M Cox, I Senoz, I Bocharov, B de Vries Conference on Complex Systems, 2018 | 5 | 2018 |
Active inference and epistemic value in graphical models T van de Laar, M Koudahl, B van Erp, B de Vries Frontiers in Robotics and AI 9, 794464, 2022 | 3 | 2022 |
Learning where to park B Ergul, T van de Laar, M Koudahl, M Roa-Villescas, B de Vries Active Inference: First International Workshop, IWAI 2020, Co-located with …, 2020 | 3 | 2020 |
Realising Synthetic Active Inference Agents, Part I: Epistemic Objectives and Graphical Specification Language M Koudahl, T van de Laar, B De Vries arXiv preprint arXiv:2306.08014, 2023 | 2 | 2023 |
Forney-Lab. jl: a Julia Toolbox for Factor Graph-based Probabilistic Programming T van de Laar, M Cox, B de Vries JuliaCon, London, UK, 2018 | 2 | 2018 |
Variational stabilized linear forgetting in state-space models T Van De Laar, M Cox, A van Diepen, B de Vries 2017 25th European Signal Processing Conference (EUSIPCO), 818-822, 2017 | 2 | 2017 |
Realising Synthetic Active Inference Agents, Part II: Variational Message Updates T van de Laar, M Koudahl, B De Vries arXiv preprint arXiv:2306.02733, 2023 | 1 | 2023 |
Automating Model Comparison in Factor Graphs B van Erp, WWL Nuijten, T van de Laar, B de Vries Entropy 25 (8), 1138, 2023 | | 2023 |
Variational Stabilized Linear Forgetting in State-Space Models (Supplementary Material) T van de Laar, M Cox, A van Diepen, B de Vries | | 2017 |