2 papers
stat.ML2018
Guaranteed Recovery of One-Hidden-Layer Neural Networks via Cross Entropy
Haoyu Fu, Yuejie Chi, Yingbin Liang
We study model recovery for data classification, where the training labels are generated from a one-hidden-layer neural network with sigmoid activations, also known as a single-lay…
eess.SP2017
Quantized Spectral Compressed Sensing: Cramer-Rao Bounds and Recovery Algorithms
Haoyu Fu, Yuejie Chi
Efficient estimation of wideband spectrum is of great importance for applications such as cognitive radio. Recently, sub-Nyquist sampling schemes based on compressed sensing have b…