In this paper, we present an implementation of a new method for text classification that
achieves significantly faster results than most existing classifiers. We extract features that are …

Massively parallel reporter assays (MPRAs) are a method to probe the effects of short
sequences on transcriptional regulation activity. In a MPRA, short sequences are extracted from …

In this project, we explore the domain of modelbased reinforcement learning applied to
playing Atari games from images. Recently, search-based methods such as AlphaGo have …

We describe the creation of a recommendation system for Reddit, a social news and
entertainment site where community members can submit content in the form of text posts, links, or …

Background Long-term environmental variables are widely understood to play important roles
in DNA variation. Previously, clinical studies examining the impacts of these variables on …

A prototype of a tritium thermoelectric generator (TTG) is currently being developed at Sandia.
In the TTG, a vacuum jacket reduces the amount of heat lost from the high temperature …

An effective testing and debugging tool for simulation modeling must be able to extract the
salient characteristics of simulation dynamics and present them in a clear and coherent …

The authors use deep learning to build a predictive model of the percentage spliced in (ψ)
of cassette exons across 16 human tissues. Their method extracts features from DNA …

… Mills and Irving Hsu* Sandia, CA …

The threat of malicious software (malware) to computer systems continues to increase. The
process of analyzing malware is made difficult by the complexity of the problem as well as the …