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A.
Representing the input financial data in a lower-dimensional latent space
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B.
Reconstructing the original data space
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C.
Maximizing the Kullback-Leibler divergence and the reconstruction loss
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D.
Creating fresh samples through the reconstruction process
Correct Option: AExplanation:
The encoder in the VAE (Variational Autoencoder) training process is responsible for:
Representing the input financial data in a lower-dimensional latent space
The encoder takes the input data and maps it to a lower-dimensional latent space, where the data is represented as a mean and variance, enabling efficient data compression and dimensionality reduction.
Basics of AI - Quiz 17