6 citations · 13 across the 6 of their papers we have counts for
7 papers
System-Level Predictive Maintenance: Review of Research Literature and Gap Analysis
Kyle Miller, Artur Dubrawski
This paper reviews current literature in the field of predictive maintenance from the system point of view. We differentiate the existing capabilities of condition estimation and f…
Characterization of Hemodynamic Signal by Learning Multi-View Relationships
Eric Lei, Kyle Miller, Michael R. Pinsky +1
Multi-view data are increasingly prevalent in practice. It is often relevant to analyze the relationships between pairs of views by multi-view component analysis techniques such as…
Noise-Tolerant Interactive Learning from Pairwise Comparisons
Yichong Xu, Hongyang Zhang, Aarti Singh +2
We study the problem of interactively learning a binary classifier using noisy labeling and pairwise comparison oracles, where the comparison oracle answers which one in the given…
Evaluation of Coded Aperture Radiation Detectors using a Bayesian Approach
K. Miller, P. Huggins, A. Dubrawski +2
We investigate the utility of coded aperture (CA) for roadside radiation threat detection applications. With coded aperture, information in the form of photon quantity is traded fo…
Do Public Events Affect Sex Trafficking Activity?
Kyle Miller, Emily Kennedy, Artur Dubrawski
For several years the pervasive belief that the Super Bowl is the single biggest day for human trafficking in the United States each year has been perpetuated in popular press desp…
Performance Bounds for Pairwise Entity Resolution
Matt Barnes, Kyle Miller, Artur Dubrawski
One significant challenge to scaling entity resolution algorithms to massive datasets is understanding how performance changes after moving beyond the realm of small, manually labe…