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After a lot of searches, I think self-taught learning is a Transfer learning category, I think when Self-taught learning paper published (2007), there isn't any good survey on transfer learning, and as seen by high citation of the paper of Pan, his paper (which published in 2009) describes transfer learning in a clear way that did not exist before it. If ...


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From your question it sounds like your only training data is {𝑥1,…,𝑥𝑛} and the network has to magically come up with values {y1,…,y𝑛} such that an unknown function is minimised. How do you plan to give feedback to the network during training? Your situation appears to be something like this: X-->Model-->Y-->f(X,Y) where X is being copied from ...


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