50 citations · 55 across the 2 of their papers we have counts for
3 papers
stat.ML2018★ 5 cited
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★ 50 cited
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…
stat.ML2014
Subspace Learning From Bits
Yuejie Chi, Haoyu Fu
Networked sensing, where the goal is to perform complex inference using a large number of inexpensive and decentralized sensors, has become an increasingly attractive research topi…