arXiv Open Access 2015

Bayesian SPLDA

Jesús Villalba

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Abstrak

In this document we are going to derive the equations needed to implement a Variational Bayes estimation of the parameters of the simplified probabilistic linear discriminant analysis (SPLDA) model. This can be used to adapt SPLDA from one database to another with few development data or to implement the fully Bayesian recipe. Our approach is similar to Bishop's VB PPCA.

Topik & Kata Kunci

stat.ML

Penulis (1)

Jesús Villalba

Format Sitasi

APA MLA BibTeX

Villalba, J. (2015). Bayesian SPLDA. https://arxiv.org/abs/1511.07318

Akses Cepat

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Informasi Jurnal

Tahun Terbit: 2015
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓