The archive contains 1) Pdf file: unblinded appendix to the manuscript "Finite-dimensional discrete random structures and Bayesian clustering" containing detailed proofs, the description of the sampling algorithms, additional plots about the INVLASI application, and the results of an extensive simulation study, is available as supplementary material. 2) File with code used for the experiments in the main manuscript and in the online appendix. Details in the uploaded acc form