Distributed Newton Methods for Deep Neural Networks

Subsampled Hessian Newton Methods for Supervised Learning

(2015) Chien-Chih Wang et al.   NEURAL COMPUTATION

Searching for exotic particles in high-energy physics with deep learning

(2014) P. Baldi et al.   Nature Communications

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

On the Use of Stochastic Hessian Information in Optimization Methods for Machine Learning

(2011) Richard H. Byrd et al.   SIAM JOURNAL ON OPTIMIZATION

Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

(2010) Dan Claudiu Cireşan et al.   NEURAL COMPUTATION