Xiao-Xin Huang

Phase Transition in Binary Compressed Sensing via Annealing with Adaptive Regularization

Regularization choice changes the recovery phase diagrams of annealing-based binary compressed sensing. We develop a regularization-selection method that combines systematic parameter search with random forest regression. Under noiseless Gaussian measurements with known sparsity, reference parameters are selected from...