539 citations
- Massachusetts Institute of TechnologyUS15 papers
- Sandia National LaboratoriesUS11 papers
- Harvard UniversityUS8 papers
- Brookhaven National LaboratoryUS7 papers
- Eaton (United States)US7 papers
- University of Maryland, College ParkUS7 papers
- University of ArizonaUS6 papers
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- University of VermontUS5 papers
- University of WashingtonUS4 papers
- California Institute of TechnologyUS3 papers
- Center for Astrophysics Harvard & SmithsonianUS3 papers
9 papers · 1 filter
Beyond the Hype: A Real-World Evaluation of the Impact and Cost of Machine Learning-Based Malware Detection
Robert A. Bridges, Sean Oesch, Miki E. Verma +12
In this paper, we present a scientific evaluation of four prominent malware detection tools to assist an organization with two primary questions: To what extent do ML-based tools a…
Autoencoding Features for Aviation Machine Learning Problems
Liya Wang, Panta Lucic, Keith Campbell +1
The current practice of manually processing features for high-dimensional and heterogeneous aviation data is labor-intensive, does not scale well to new problems, and is prone to i…
Heterogeneous Multi-Agent Reinforcement Learning for Unknown Environment Mapping
Ceyer Wakilpoor, Patrick J. Martin, Carrie Rebhuhn +1
Reinforcement learning in heterogeneous multi-agent scenarios is important for real-world applications but presents challenges beyond those seen in homogeneous settings and simple…
Arithmetic Progressions of Squares and Multiple Dirichlet Series
Thomas A. Hulse, Chan Ieong Kuan, David Lowry-Duda +1
We study a Dirichlet series in two variables which counts primitive three-term arithmetic progressions of squares. We show that this multiple Dirichlet series has meromorphic conti…
Demonstrating high-precision photometry with a CubeSat: ASTERIA observations of 55 Cancri e
Mary Knapp, Sara Seager, Brice-Olivier Demory +19
ASTERIA (Arcsecond Space Telescope Enabling Research In Astrophysics) is a 6U CubeSat space telescope (10 cm x 20 cm x 30 cm, 10 kg). ASTERIA's primary mission objective was demons…
A Review of Contemporary Atomic Frequency Standards
Bonnie L. Schmittberger, David R. Scherer
Atomic frequency standards are used to generate accurate and precise time and frequency, enabling many communications, synchronization, and navigation systems in modern life. GPS a…