164 citations · 535 across the 44 of their papers we have counts for
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Generalized Ambiguity Decomposition for Understanding Ensemble Diversity
Kartik Audhkhasi, Abhinav Sethy, Bhuvana Ramabhadran +1
Diversity or complementarity of experts in ensemble pattern recognition and information processing systems is widely-observed by researchers to be crucial for achieving performance…
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…
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…