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Figure 2. Details on the loss function elements for the ID-CVAE model. 3.3. Model Details The details of the ID-CVAE model are presented in Figure 3. We employ a multivariate Gaussian as the distribution for ๐(๐/๐ฟ), with a mean ๐(๐ฟ)โกand a diagonal covariance matrix: ๐ฎ(๐ฟ) โ โก ๐๐(๐ฟ), with different values along the diagonal. We have a standard normal ๐ต(๐, ๐ฐ) as ๐ the prior distribution for ๐. Doctoral Thesis: Novel applications of Machine Learning to NTAP - 134PDF Image | Novel applications of Machine Learning to Network Traffic Analysis
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