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https://arxiv.org/abs/2511.10266
[2511.10266] Temporal Properties of Conditional Independence in Dynamic Bayesian Networks
Abstract page for arXiv paper 2511.10266: Temporal Properties of Conditional Independence in Dynamic Bayesian Networks
conditional independencetemporalpropertiesdynamicbayesian
https://openreview.net/forum?id=bQvzHbtyW_E&referrer=%5Bthe%20profile%20of%20Boris%20Flach%5D(%2Fprofile%3Fid%3D~Boris_Flach1)
VAE Approximation Error: ELBO and Conditional Independence | OpenReview
The importance of Variational Autoencoders reaches far beyond standalone generative models -- the approach is also used for learning latent representations and...
approximation errorconditional independencevaeelbo