Publications

  • L. Alamichel, D. Bystrova, J. Arbel and G. Kon Kam King, “Bayesian mixture models (in)consistency for the number of clusters”. Preprint, submitted, 2022. (arxiv/HAL)
  • C. Lawless, L. Alamichel, J. Arbel and G. Kon Kam King, “Clustering inconsistency for Pitman–Yor mixture models with a prior on the precision but fixed discount parameter”, In Fifth Symposium on Advances in Approximate Bayesian Inference, 2023. (Link)


Conferences

2023

  • Approximation Methods in Bayesian Analysis Workshop, Poster: “Bayesian mixture models (in)consistency for the number of clusters”
  • AABI 2023, Communication & Poster: “Clustering inconsistency for Pitman–Yor mixture models with a prior on the precision but fixed discount parameter” (Link)
  • Bayes@CIRM, Poster: “Bayesian mixture models (in)consistency for the number of clusters” (Link)
  • CMStatistics 2023, Invited Talk “Bayesian mixture models (in)consistency for the number of clusters” (Link)

2022

  • JDS 2022, Communication & Contributed Talk: “On the consistency of Bayesian nonparametric mixtures for the number of clusters” (Link)
  • BAYSM 2022, Poster: “Bayesian nonparametric mixtures inconsistency for the number of clusters” (Link)
  • ISBA 2022, Contributed Talk: “On the consistency of Bayesian nonparametric mixtures for the number of clusters” (Link)
  • BNP13, Poster: “Bayesian mixture models (in)consistency for the number of clusters” (Link)