189 citations · 210 across the 4 of their papers we have counts for
4 papers
Slice Weighted Average Regression
Marina Masioti, Joshua Davies, Amanda Shaker +1
It has previously been shown that ordinary least squares can be used to estimate the coefficients of the single-index model under only mild conditions. However, the estimator is no…
3D Human Pose Estimation with 2D Marginal Heatmaps
Aiden Nibali, Zhen He, Stuart Morgan +1
Automatically determining three-dimensional human pose from monocular RGB image data is a challenging problem. The two-dimensional nature of the input results in intrinsic ambiguit…
Numerical Coordinate Regression with Convolutional Neural Networks
Aiden Nibali, Zhen He, Stuart Morgan +1
We study deep learning approaches to inferring numerical coordinates for points of interest in an input image. Existing convolutional neural network-based solutions to this problem…
A note on sensitivity of principal component subspaces and the efficient detection of influential observations in high dimensions
Luke A. Prendergast
In this paper we introduce an influence measure based on second order expansion of the RV and GCD measures for the comparison between unperturbed and perturbed eigenvectors of a sy…