29 citations · 65 across the 14 of their papers we have counts for
4 papers · 1 filter
Fusing Sparsity with Deep Learning for Rotating Scatter Mask Gamma Imaging
Yilun Zhu, Clayton Scott, Darren Holland +3
Many nuclear safety applications need fast, portable, and accurate imagers to better locate radiation sources. The Rotating Scatter Mask (RSM) system is an emerging device with the…
Mixture Proportion Estimation Beyond Irreducibility
Yilun Zhu, Aaron Fjeldsted, Darren Holland +3
The task of mixture proportion estimation (MPE) is to estimate the weight of a component distribution in a mixture, given observations from both the component and mixture. Previous…
Label Embedding via Low-Coherence Matrices
Jianxin Zhang, Clayton Scott
Label embedding is a framework for multiclass classification problems where each label is represented by a distinct vector of some fixed dimension, and training involves matching m…
On Classification-Calibration of Gamma-Phi Losses
Yutong Wang, Clayton D. Scott
Gamma-Phi losses constitute a family of multiclass classification loss functions that generalize the logistic and other common losses, and have found application in the boosting li…