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Automating Model Comparison in Factor Graphs

• Authors : van Erp, Bart; Nuijten, Wouter W. L.; van de Laar, Thijs

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence; Statistics - Machine Learning

• Source: Entropy. 2023; 25(8):1138

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Principled Pruning of Bayesian Neural Networks through Variational Free Energy Minimization

• Authors : Beckers, Jim; van Erp, Bart; Zhao, Ziyue

Subjects: Computer Science - Machine Learning; Electrical Engineering and Systems Science - Signal Processing

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AIDA: An Active Inference-based Design Agent for Audio Processing Algorithms

• Authors : Podusenko, Albert; van Erp, Bart; Koudahl, Magnus

Subjects: Electrical Engineering and Systems Science - Audio and Speech Processing; Computer Science - Machine Learning; Computer Science - Sound

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Active Inference and Epistemic Value in Graphical Models

• Authors : van de Laar, Thijs; Koudahl, Magnus; van Erp, Bart

Subjects: Statistics - Machine Learning; Computer Science - Machine Learning; Computer Science - Neural and Evolutionary Computing

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Principled Pruning of Bayesian Neural Networks through Variational Free Energy Minimization

• Authors : Beckers, Jim; van Erp, Bart; Zhao, Ziyue

Subjects: Bayes methods; Bayesian Model Reduction; Bayesian Neural Networks

• Source: Beckers , J , van Erp , B , Zhao , Z , Kondrashov , K & de Vries , A 2024 , ' Principled Pruning of Bayesian Neural Networks through

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biaslab/RxInfer.jl: v2.10.0 ...

• Authors : Bagaev Dmitry; Van Erp, Bart; Podusenko, Albert

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Principled Pruning of Bayesian Neural Networks through Variational Free Energy Minimization

• Authors : Beckers, Jim; Van Erp, Bart; Zhao, Ziyue ...

• Source: IEEE Open Journal of Signal Processing ; page 1-9 ; ISSN 2644-1322

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biaslab/ReactiveMP.jl: v1.3.1 ...

• Authors : Bagaev Dmitry; Van Erp, Bart; Podusenko, Albert

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Hybrid Inference with Invertible Neural Networks in Factor Graphs

• Authors : van Erp, Bart; de Vries, Bert

Subjects: Bethe Free Energy; Factor Graphs; Hybrid Inference

• Source: van Erp , B & de Vries , B 2022 , Hybrid Inference with Invertible Neural Networks in Factor Graphs . in 30th European Signal Processing

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Online Single-Microphone Source Separation using Non-Linear Autoregressive Models

• Authors : van Erp, Bart; de Vries, Bert

Subjects: Kalman filtering; Message passing; Non-linear autoregressive models

• Source: van Erp , B & de Vries , B 2022 , Online Single-Microphone Source Separation using Non-Linear Autoregressive Models . in Proceedings of

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