A moment-matching metric for latent variable generative models

DOI10.1007/s10994-023-06340-xarXiv2111.00875OpenAlexW4376982954MaRDI QIDQ6053802

Cédric Beaulac

Publication date: 24 October 2023

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2111.00875

zbMATH Keywords

Frobenius normgoodness-of-fitlatent variable modelsmoment estimators

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20)

Cites Work

• A spectral algorithm for latent Dirichlet allocation
• Tensor decompositions for learning latent variable models
• Probabilistic Principal Component Analysis
• A survey on unsupervised outlier detection in high‐dimensional numerical data
• Understanding Machine Learning
• A new look at the statistical model identification
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