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Discovering Latent Variable Models by boblebuble is a document available to read on EtoBox.
What is Discovering Latent Variable Models about?
This thesis explores the automatic discovery of latent variable models, focusing on identifying hidden variables that explain observable phenomena. It presents algorithms for learning causal latent variable models from noisy linear measurements without pre-specifying latent variables. The work extends previous research on causal models and emphasizes the significance of latent variables in understanding complex systems.
- Author
- boblebuble
- Language
- EN