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20132026
most citedAn error analysis of generative adversarial networks for learning distributions

16 citations · 87 across the 30 of their papers we have counts for

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Showing 2017Show all

2 papers · 1 filter

math.NA2017★ 4 cited

Robust Decoding from 1-Bit Compressive Sampling with Least Squares

Jian Huang, Yuling Jiao, Xiliang Lu +1

In 1-bit compressive sensing (1-bit CS) where target signal is coded into a binary measurement, one goal is to recover the signal from noisy and quantized samples. Mathematically,…

stat.CO2017★ 3 cited

A Constructive Approach to High-dimensional Regression

Jian Huang, Yuling Jiao, Yanyan Liu +1

We develop a constructive approach to estimating sparse, high-dimensional linear regression models. The approach is a computational algorithm motivated from the KKT conditions for…