Search Results for author: Aayush Yadav

Found 1 papers, 0 papers with code

Effect of Various Regularizers on Model Complexities of Neural Networks in Presence of Input Noise

no code implementations31 Jan 2019 Mayank Sharma, Aayush Yadav, Sumit Soman, Jayadeva

We show that $L_2$ regularization leads to a simpler hypothesis class and better generalization followed by DARC1 regularizer, both for shallow as well as deeper architectures.

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