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Curse Of Dimensionality - How do we beat the curse of dimensionality?


It is no longer essential to cover the whole input space in the training dataset, thanks to symmetry, which alleviates the curse of dimensionality by reducing the amount of alternative configurations of the same patterns that the network must learn.