Publications

(1) Guaranteed Recovery of One-Hidden-Layer Neural Networks via Cross Entropy. IEEE Trans. Signal Process.68: 3225-3235 (2020)

(2) Local Geometry of Cross Entropy Loss in Learning One-Hidden-Layer Neural Networks. ISIT 2019: 1972-1976

(3) Quantized Spectral Compressed Sensing: Cramer-Rao Bounds and Recovery Algorithms. IEEE Trans. Signal Process. 66(12): 3268-3279 (2018)

(4) Terahertz Imaging of Binary Reflectance with Variational Bayesian Inference. ICASSP 2018: 3394-3398

(5) Terahertz Imaging of Multi-Level Pseudo-Random Refectance, International Conference on Infrared, Millimeter, and Terahertz Waves, Nagoya, Japan, 2018.

(6) Multi-Layer Terahertz Imaging of Non-Overlapping Contents. SAM 2018: 652-656

(7) Subspace Learning From Bits. IEEE Trans. Signal Process. 65(17): 4429-4442 (2017)

(8) Compressive spectrum estimation using quantized measurements. ACSSC 2017: 686-690

(9) Principal subspace estimation for low-rank Toeplitz covariance matrices with binary sensing.ACSSC 2016: 1344-1348