189 citations · 233 across the 9 of their papers we have counts for
9 papers
Many-to-English Machine Translation Tools, Data, and Pretrained Models
Thamme Gowda, Zhao Zhang, Chris A Mattmann +1
While there are more than 7000 languages in the world, most translation research efforts have targeted a few high-resource languages. Commercial translation systems support only on…
Technology Readiness Levels for Machine Learning Systems
Alexander Lavin, Ciarán M. Gilligan-Lee, Alessya Visnjic +12
The development and deployment of machine learning (ML) systems can be executed easily with modern tools, but the process is typically rushed and means-to-an-end. The lack of dilig…
Technology Readiness Levels for AI & ML
Alexander Lavin, Gregory Renard
The development and deployment of machine learning systems can be executed easily with modern tools, but the process is typically rushed and means-to-an-end. The lack of diligence…
MARVIN: An Open Machine Learning Corpus and Environment for Automated Machine Learning Primitive Annotation and Execution
Chris A. Mattmann, Sujen Shah, Brian Wilson
In this demo paper, we introduce the DARPA D3M program for automatic machine learning (ML) and JPL's MARVIN tool that provides an environment to locate, annotate, and execute machi…
Measurement Context Extraction from Text: Discovering Opportunities and Gaps in Earth Science
Kyle Hundman, Chris A. Mattmann
We propose Marve, a system for extracting measurement values, units, and related words from natural language text. Marve uses conditional random fields (CRF) to identify measuremen…
Scalable Pooled Time Series of Big Video Data from the Deep Web
Chris Mattmann, Madhav Sharan
We contribute a scalable implementation of Ryoo et al's Pooled Time Series algorithm from CVPR 2015. The updated algorithm has been evaluated on a large and diverse dataset of appr…
Ensemble Maximum Entropy Classification and Linear Regression for Author Age Prediction
Joey Hong, Chris Mattmann, Paul Ramirez
The evolution of the internet has created an abundance of unstructured data on the web, a significant part of which is textual. The task of author profiling seeks to find the demog…
Standing Together for Reproducibility in Large-Scale Computing: Report on reproducibility@XSEDE
Doug James, Nancy Wilkins-Diehr, Victoria Stodden +52
This is the final report on reproducibility@xsede, a one-day workshop held in conjunction with XSEDE14, the annual conference of the Extreme Science and Engineering Discovery Envir…
A Millisecond Interferometric Search for Fast Radio Bursts with the Very Large Array
Casey J. Law, Geoffrey C. Bower, Sarah Burke-Spolaor +7
We report on the first millisecond timescale radio interferometric search for the new class of transient known as fast radio bursts (FRBs). We used the Very Large Array (VLA) for a…