Analyzing the Influence of Hyper-parameters and Regularizers of Topic Modeling in Terms of Renyi Entropy

Estimating Topic Modeling Performance with Sharma–Mittal Entropy

(2019) Sergei Koltcov et al.   Entropy

Fast approximation of variational Bayes Dirichlet process mixture using the maximization–maximization algorithm

(2018) Kart-Leong Lim et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Application of Rényi and Tsallis entropies to topic modeling optimization

(2018) Sergei Koltcov   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

A heuristic approach to determine an appropriate number of topics in topic modeling

(2015) Weizhong Zhao et al.   BMC BIOINFORMATICS

Additive regularization for topic models of text collections

(2014) K. V. Vorontsov   DOKLADY MATHEMATICS

Clustering scientific documents with topic modeling

(2014) Chyi-Kwei Yau et al.   SCIENTOMETRICS

Latent topic model for audio retrieval

(2013) Pengfei Hu et al.   PATTERN RECOGNITION

Learning author-topic models from text corpora

(2010) Michal Rosen-Zvi et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS