Publications

2024

1. Bayesian Inference

   Riemannian Black Box Variational Inference

   Mykola Lukashchuk, Wouter W.L. Nuijten, Dmitry Bagaev, and 2 more authors

   In NeurIPS 2024 Workshop on Bayesian Decision-making and Uncertainty, Dec 2024

   Bib HTML

   

   @inproceedings{lukashchuk2024riemannian,
     title = {Riemannian Black Box Variational Inference},
     author = {Lukashchuk, Mykola and Nuijten, Wouter W.L. and Bagaev, Dmitry and Senoz, Ismail and Vries, Bert de},
     booktitle = {NeurIPS 2024 Workshop on Bayesian Decision-making and Uncertainty},
     year = {2024},
     month = dec,
   }

2. ProbProg

   

   GraphPPL. jl: A Probabilistic Programming Language for Graphical Models

   Wouter W.L. Nuijten, Dmitry Bagaev, and Bert de Vries

   Entropy, Dec 2024

   Bib HTML

   

   @article{nuijten2024graphppl,
     title = {GraphPPL. jl: A Probabilistic Programming Language for Graphical Models},
     author = {Nuijten, Wouter W.L. and Bagaev, Dmitry and Vries, Bert de},
     journal = {Entropy},
     volume = {26},
     number = {11},
     pages = {890},
     year = {2024},
     publisher = {MDPI},
   }

3. Active Inference

   

   Reactive Environments for Active Inference Agents with RxEnvironments.jl

   Wouter W.L. Nuijten, and Bert de Vries

   In International Workshop on Active Inference, Dec 2024

   Best Presentation arXiv Bib

   

   RxEnvironments was awarded the best presentation award at the International Workshop on Active Inference 2024

   @inproceedings{nuijten2024reactive,
     title = {Reactive Environments for Active Inference Agents with RxEnvironments.jl},
     author = {Nuijten, Wouter W.L. and Vries, Bert de},
     booktitle = {International Workshop on Active Inference},
     pages = {147--161},
     year = {2024},
     organization = {Springer},
   }

4. Bayesian Inference

   Online Structure Learning with Dirichlet Processes Through Message Passing

   Bart van Erp, Wouter W.L. Nuijten, and Bert de Vries

   In International Workshop on Active Inference, Sep 2024

   Bib HTML

   

   @inproceedings{van2024online,
     title = {Online Structure Learning with Dirichlet Processes Through Message Passing},
     author = {Erp, Bart van and Nuijten, Wouter W.L. and Vries, Bert de},
     booktitle = {International Workshop on Active Inference},
     pages = {91--104},
     year = {2024},
     organization = {Springer},
     month = sep,
   }

5. Deep Learning

   

   Node classification in random trees

   Wouter W.L. Nuijten, and Vlado Menkovski

   In International Symposium on Intelligent Data Analysis, May 2024

   arXiv Bib

   

   @inproceedings{nuijten2024node,
     title = {Node classification in random trees},
     author = {Nuijten, Wouter W.L. and Menkovski, Vlado},
     booktitle = {International Symposium on Intelligent Data Analysis},
     pages = {105--116},
     year = {2024},
     organization = {Springer},
     month = may,
   }

2023

1. Bayesian Inference

   Automating Model Comparison in Factor Graphs

   Bart van Erp, Wouter W.L. Nuijten, Thijs van de Laar, and 1 more author

   Entropy, May 2023

   arXiv Bib HTML

   

   @article{van2023automating,
     title = {Automating Model Comparison in Factor Graphs},
     author = {Erp, Bart van and Nuijten, Wouter W.L. and Laar, Thijs van de and Vries, Bert de},
     journal = {Entropy},
     volume = {25},
     number = {8},
     pages = {1138},
     year = {2023},
     publisher = {MDPI},
   }

2021

1. Database Tech

   Easy Spark.

   Ylaise van den Wildenberg, Wouter W.L. Nuijten, and Odysseas Papapetrou

   In EDBT/ICDT Workshops, May 2021

   Bib HTML

   

   @inproceedings{van2021easy,
     title = {Easy Spark.},
     author = {Wildenberg, Ylaise van den and Nuijten, Wouter W.L. and Papapetrou, Odysseas},
     booktitle = {EDBT/ICDT Workshops},
     year = {2021},
   }

2019

1. Eye Tracking

   

   Finding the outliers in scanpath data

   Michael Burch, Ayush Kumar, Klaus Mueller, and 5 more authors

   In Proceedings of the 11th ACM Symposium on Eye Tracking Research & Applications, May 2019

   Bib HTML

   

   @inproceedings{burch2019finding,
     title = {Finding the outliers in scanpath data},
     author = {Burch, Michael and Kumar, Ayush and Mueller, Klaus and Kervezee, Titus and Nuijten, Wouter and Oostenbach, Rens and Peeters, Lucas and Smit, Gijs},
     booktitle = {Proceedings of the 11th ACM Symposium on Eye Tracking Research \& Applications},
     pages = {1--5},
     year = {2019},
   }