Discovering
causal structure as a goal for unsupervised
learning
•It is better to associate
responses with the hidden causes than with the raw data.
•
•The hidden causes are
useful for understanding the data.
•
•It would be interesting
if real neurons really did represent independent hidden causes.
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•