Distance Shrinkage and Euclidean Embedding via Regularized Kernel Estimation

Luwan Zhang, Grace Wahba, Ming Yuan

Although recovering an Euclidean distance matrix from noisy observations is a common problem in practice, how well this could be done remains largely unknown. To fill in this void,…