arXiv Open Access 2020

Deep Bayesian Nonparametric Factor Analysis

Arunesh Mittal Paul Sajda John Paisley

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Abstrak

We propose a deep generative factor analysis model with beta process prior that can approximate complex non-factorial distributions over the latent codes. We outline a stochastic EM algorithm for scalable inference in a specific instantiation of this model and present some preliminary results.

Topik & Kata Kunci

stat.ML cs.LG

Penulis (3)

Arunesh Mittal

Paul Sajda

John Paisley

Format Sitasi

APA MLA BibTeX

Mittal, A., Sajda, P., Paisley, J. (2020). Deep Bayesian Nonparametric Factor Analysis. https://arxiv.org/abs/2011.04770

Akses Cepat

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Informasi Jurnal

Tahun Terbit: 2020
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓