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For questions related to deep learning, which refers to a subset of machine learning methods based on artificial neural networks (ANNs) with multiple hidden layers. The adjective deep thus refers to the number of layers of the ANNs. The expression deep learning was apparently introduced (although not in the context of machine learning or ANNs) in 1986 by Rina Dechter in the paper "Learning while searching in constraint-satisfaction-problems".

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Determining optimal data size for generalization in transformer encoders, particularly for T...

I'm currently experimenting with training a model that employs a single transformer encoder on time-series signal data. Despite having a relatively small dataset of around 50 examples, each with a seq …
Kulin Patel's user avatar