Search Results for author: Andrei Turkin

Found 1 papers, 0 papers with code

Tikhonov Regularization for Long Short-Term Memory Networks

no code implementations9 Aug 2017 Andrei Turkin

While the dropout technique may be a cause of memory loss, when it is applied to recurrent connections, Tikhonov regularization, which can be regarded as the training with additive noise, avoids this issue naturally, though it implies regularizer derivation for different architectures.

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