Bag of Timestamps: A Simple and Efficient Bayesian Chronological Mining

A Topic Model for Traffic Speed Data Analysis

A Note on the Derivation of the Variational Inference Updates for DILN

SIRM(Subset Infinite Relational Models)の式導出の解説

A Note on Over-replicated Softmax Model

Supplementary material for my following paper: Infinite Latent Process Decomposition

Gaussian Processes for Machine Learning のExercise 3.10.5 の答え

A proof of an equation containing improper gamma distribution

Extraction of topic evolutions from references in scientific articles and its GPU acceleration

ChronoSAGE: Diversifying Topic Modeling Chronologically

The detailed derivation of the derivatives in Table 2 of Marginalized Denoising Auto-encoders for Nonlinear Representations by M. Chen, K. Weinberger, F. Sha, and Y. Bengio

A Note on PCVB0 for HDP-LDA

An elementary proof of why we can obtain a Laplace distribution by integrating out the variance of a Gaussian having an Exponential prior

A Note on Expectation-Propagation for Latent Dirichlet Allocation

Infinite Latent Process Decomposition

Unmixed Spectrum Clustering for Template Composition in Lung Sound Classification

A Note on BPTT for LSTM LM

Applying Dynamic Language Models for Streaming Text to LDA

A derivation of the sampling formulas for An Entity-Topic Model for Entity Linking [Han+ EMNLP-CoNLL12] and A Context-Aware Topic Model for Statistical Machine Translation [Su+ ACL15]

Variational Bayesian inference for the supervised LDA