Like many Dutch names, my surname consists of two words: 'De Heide'. The article 'De' is capitalised, except when directly preceded by a given name or initials. Although 'De' always precedes 'Heide', in an alphabetical list, my name should be listed according to 'Heide' only. Citing a paper of mine should thus look like 'De Heide (2020)'.


  • Attribution-based Explanations that Provide Recourse Cannot be Robust
    Hidde Fokkema, Rianne de Heide and Tim van Erven
    arXiv 2205.15834, 2023   arxiv proc
    Journal of Machine Learning Research, 24(360), pp.1-37.

  • Top Two Algorithms Revisited
    Marc Jourdan, Rémy Degenne, Dorian Baudry, Rianne de Heide and Emilie Kaufmann
    NeurIPS 2022    arxiv proc poster

  • The truth-convergence of open-minded Bayesianism
    Tom F. Sterkenburg and Rianne de Heide
    The Review of Symbolic Logic 15(1):64-100, 2022, doi:10.1017/S1755020321000022    philsci archive   proc
    Accepted to the Formal Epistemology Workshop 2019, and the biennial conference of the European Philosophy of Science Association.

  • Bandits with many optimal arms
    Rianne de Heide, James Cheshire, Pierre Ménard and Alexandra Carpentier
    NeurIPS 2021.    arxiv proc poster

  • God, the beautiful and mathematics: a response
    Peter-Ben Smit and Rianne de Heide
    HTS Teologiese Studies / Theological Studies 2021, Vol 77, No 4,    proc

  • Optional Stopping with Bayes Factors: A Categorization and Extension of Folklore Results, with an Application to Invariant Situations
    Allard Hendriksen, Rianne de Heide and Peter Grünwald
    Bayesian Analysis 16(3):961–989, 2021, doi:10.1214/20-BA1234.    arxiv   proc

  • Why optional stopping can be a problem for Bayesians
    Rianne de Heide and Peter Grünwald
    Psychonomic Bulletin & Review 28(3):795-812, 2021, doi:10.3758/s13423-020-01803-x    proc
    Extended technical report: arXiv 1708.08278

  • Fixed-Confidence Guarantees for Bayesian Best-Arm Identification
    Xuedong Shang, Rianne de Heide, Emilie Kaufmann, Pierre Ménard and Michal Valko
    AISTATS 2020, PMLR 108:1823-1832.    arxiv   proc   talk

  • Safe-Bayesian Generalized Linear Regression
    Rianne de Heide, Alisa Kirichenko, Nishant Mehta and Peter Grünwald
    AISTATS 2020, PMLR 108:2623-2633.    arxiv   proc   code   talk

  • Invited discussion to the paper Using Stacking to Average Bayesian Predictive Distributions by Yao, Vehtari, Simpson and Gelman
    Peter Grünwald and Rianne de Heide
    Bayesian Analysis 13 (2018), no. 3, 917-1003.    proc

Work in process

  • Safe Testing
    Peter Grünwald, Rianne de Heide and Wouter Koolen
    arXiv 1906.07801, 2024    arxiv preprint RSS
    Accepted for publication as a discussion paper at the JRSS-B. The discussion meeting took place on January 24, 2024.

  • E-statistics, group invariance and any time valid testing
    Muriel Felipe Pérez-Ortiz, Tyron Lardy, Rianne de Heide and Peter Grünwald
    arXiv 2208.07610, 2022    arxiv
    Accepted to the Annals of Statistics


  • Bayesian Learning: Challenges, Limitations and Pragmatics (PhD Dissertation)
    Rianne de Heide, 2020    url

  • The Safe-Bayesian Lasso (MSc Thesis)
    Rianne de Heide, 2016    url poster

  • Interpreting Generalized Bayesian Inference by Generalized Bayesian Inference
    Julian Rodemann, Thomas Augustin and Rianne de Heide
    ISIPTA 2023    poster