5 citations · 8 across the 2 of their papers we have counts for
3 papers
cs.LG2020★ 5 cited
Outlier Detection through Null Space Analysis of Neural Networks
Matthew Cook, Alina Zare, Paul Gader
Many machine learning classification systems lack competency awareness. Specifically, many systems lack the ability to identify when outliers (e.g., samples that are distinct from…
eess.IV2019
Multi-Target Multiple Instance Learning for Hyperspectral Target Detection
Susan Meerdink, James Bocinsky, Alina Zare +4
In remote sensing, it is often challenging to acquire or collect a large dataset that is accurately labeled. This difficulty is usually due to several issues, including but not lim…
cs.CV2018★ 3 cited
Unmixing urban hyperspectral imagery with a Gaussian mixture model on endmember variability
Yuan Zhou, Erin B. Wetherley, Paul D. Gader
In this paper, we model a pixel as a linear combination of endmembers sampled from probability distributions of Gaussian mixture models (GMM). The parameters of the GMM distributio…