859 citations · 2.2k across the 80 of their papers we have counts for
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cs.LG2013
Accelerating Hessian-free optimization for deep neural networks by implicit preconditioning and sampling
Tara N. Sainath, Lior Horesh, Brian Kingsbury +2
Hessian-free training has become a popular parallel second or- der optimization technique for Deep Neural Network training. This study aims at speeding up Hessian-free training, bo…
cs.LG2013
Improvements to deep convolutional neural networks for LVCSR
Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed +6
Deep Convolutional Neural Networks (CNNs) are more powerful than Deep Neural Networks (DNN), as they are able to better reduce spectral variation in the input signal. This has also…