The nested chinese restaurant process and bayesian nonparametric inference of topic hierarchies
From MaRDI portal
Publication:3578188
DOI10.1145/1667053.1667056zbMath1327.68187arXiv0710.0845OpenAlexW2150286230MaRDI QIDQ3578188
Michael I. Jordan, David M. Blei, Thomas L. Griffiths
Publication date: 14 July 2010
Published in: Journal of the ACM (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/0710.0845
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Nonparametric estimation (62G05) Learning and adaptive systems in artificial intelligence (68T05) Branching processes (Galton-Watson, birth-and-death, etc.) (60J80) Information storage and retrieval of data (68P20)
Related Items
Graph Neural Networks for Natural Language Processing: A Survey, A representation of exchangeable hierarchies by sampling from random real trees, Nonparametric Bayesian topic modelling with the hierarchical Pitman-Yor processes, Fair division in the presence of externalities, Latent tree models for hierarchical topic detection, A down‐up chain with persistent labels on multifurcating trees, Bayesian Tree-Structured Two-Level Clustering for Nested Data Analysis, Sampling and learning Mallows and generalized Mallows models under the Cayley distance, Statistical topic models for multi-label document classification, Sampling, denoising and compression of matrices by coherent matrix organization, Exceptional spatio-temporal behavior mining through Bayesian non-parametric modeling, A Bayesian nonparametric model for multi-label learning, A Multiscale Community Blockmodel for Network Exploration, Graph-induced restricted Boltzmann machines for document modeling, Exchangeable hierarchies and mass-structure of weighted real trees, Bayesian nonparametric modeling and the ubiquitous Ewens sampling formula, Cluster and feature modeling from combinatorial stochastic processes, Structured sparsity through convex optimization, Text mining in computational advertising, Regenerative tree growth: binary self-similar continuum random trees and Poisson-Dirichlet compositions, Cooperative hierarchical Dirichlet processes: superposition vs. maximization
