19 citations · 32 across the 10 of their papers we have counts for
9 papers · 1 filter
The First and Second-Order Asymptotics of Covert Communication over AWGN Channels
Xinchun Yu, Shuangqing Wei, Shao-Lun Huang +1
This paper investigates the asymptotics of the maximal throughput of communication over AWGN channels by channel uses under a covert constraint in terms of an upper bound o…
An Information-theoretic Method for Collaborative Distributed Learning with Limited Communication
Xinyi Tong, Jian Xu, Shao-Lun Huang
In this paper, we study the information transmission problem under the distributed learning framework, where each worker node is merely permitted to transmit a -dimensional stat…
On Distributed Learning with Constant Communication Bits
Xiangxiang Xu, Shao-Lun Huang
In this paper, we study a distributed learning problem constrained by constant communication bits. Specifically, we consider the distributed hypothesis testing (DHT) problem where…
Euclidean Information Theory of Networks
Shao-Lun Huang, Changho Suh, Lizhong Zheng
In this paper, we extend the information theoretic framework that was developed in earlier work to multi-hop network settings. For a given network, we construct a novel determinist…
Communication Theoretic Data Analytics
Kwang-Cheng Chen, Shao-Lun Huang, Lizhong Zheng +1
Widespread use of the Internet and social networks invokes the generation of big data, which is proving to be useful in a number of applications. To deal with explosively growing a…
The Linear Information Coupling Problems
Shao-Lun Huang, Lizhong Zheng
Many network information theory problems face the similar difficulty of single-letterization. We argue that this is due to the lack of a geometric structure on the space of probabi…
On Locally Decodable Source Coding
Ali Makhdoumi, Shao-Lun Huang, Muriel Medard +1
Locally decodable channel codes form a special class of error-correcting codes with the property that the decoder is able to reconstruct any bit of the input message from querying…
Linear Information Coupling Problems
Shao-Lun Huang, Lizhong Zheng
Many network information theory problems face the similar difficulty of single letterization. We argue that this is due to the lack of a geometric structure on the space of probabi…
Proof of the outage probability conjecture for MISO channels
Emmanuel Abbe, Shao-Lun Huang, Emre Telatar
In Telatar 1999, it is conjectured that the covariance matrices minimizing the outage probability for MIMO channels with Gaussian fading are diagonal with either zeros or constant…