output
20032025
most citedNatural Language Processing (almost) from Scratch

5.2k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2020 · cs.ITShow all

4 papers · 2 filters

cs.IT2020★ 8 cited

Independent Gaussian Distributions Minimize the Kullback-Leibler (KL) Divergence from Independent Gaussian Distributions

Song Fang, Quanyan Zhu

This short note is on a property of the Kullback-Leibler (KL) divergence which indicates that independent Gaussian distributions minimize the KL divergence from given independent G…

cs.IT2020

Optimally Supporting IoT with Cell-Free Massive MIMO

Hangsong Yan, Alexei Ashikhmin, Hong Yang

We study internet of things (IoT) systems supported by cell-free (CF) massive MIMO (mMIMO) with optimal linear channel estimation. For the uplink, we consider optimal linear MIMO r…

cs.IT2020★ 1 cited

Fundamental Limits of Obfuscation for Linear Gaussian Dynamical Systems: An Information-Theoretic Approach

Song Fang, Quanyan Zhu

In this paper, we study the fundamental limits of obfuscation in terms of privacy-distortion tradeoffs for linear Gaussian dynamical systems via an information-theoretic approach.…

cs.IT2020★ 2 cited

Channel Leakage, Information-Theoretic Limitations of Obfuscation, and Optimal Privacy Mask Design for Streaming Data

Song Fang, Quanyan Zhu

In this paper, we first introduce the notion of channel leakage as the minimum mutual information between the channel input and channel output. As its name indicates, channel leaka…