For an explanation of a deep learning model to be effective, it must pro...
Tree ensembles, such as random forests and AdaBoost, are ubiquitous mach...
Machine-learning models have demonstrated great success in learning comp...
Deep neural networks (DNNs) have achieved impressive predictive performa...
The driving force behind the recent success of LSTMs has been their abil...
Although deep learning models have proven effective at solving problems ...
We propose a general technique for improving alternating optimization (A...