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We consider the problem of minimizing the number of broadcasts for collecting all sensor measurements at a sink node in a noisy broadcast sensor network. Focusing first on arbitrary network topologies, we provide (i) fundamental limits on…

信息论 · 计算机科学 2017-02-01 Yaoqing Yang , Soummya Kar , Pulkit Grover

We consider a setup in which Alice selects a pdf $f$ from a set of prescribed pdfs $\mathscr{P}$ and sends a prefix-free codeword $W$ to Bob in order to allow him to generate a single instance of the random variable $X\sim f$. We describe a…

信息论 · 计算机科学 2018-12-11 Cheuk Ting Li , Abbas El Gamal

In this work, we construct the first locally-correctable codes (LCCs), and locally-testable codes (LTCs) with constant rate, constant relative distance, and sub-polynomial query complexity. Specifically, we show that there exist binary LCCs…

计算复杂性 · 计算机科学 2015-04-23 Swastik Kopparty , Or Meir , Noga Ron-Zewi , Shubhangi Saraf

We consider multiple description coding for the Gaussian source with K descriptions under the symmetric mean squared error distortion constraints, and provide an approximate characterization of the rate region. We show that the rate region…

信息论 · 计算机科学 2016-11-15 Chao Tian , Soheil Mohajer , Suhas N. Diggavi

Rooted trees with probabilities are used to analyze properties of a variable length code. A bound is derived on the difference between the entropy rates of the code and a memoryless source. The bound is in terms of normalized informational…

信息论 · 计算机科学 2013-10-11 Georg Böcherer , Rana Ali Amjad

We design and analyze gossip algorithms for networks with correlated data. In these networks, either the data to be distributed, the data already available at the nodes, or both, are correlated. This model is applicable for a variety of…

信息论 · 计算机科学 2012-02-09 Bernhard Haeupler , Asaf Cohen , Chen Avin , Muriel Médard

In order to communicate a message over a noisy channel, a sender (Alice) uses an error-correcting code to encode her message $x$ into a codeword. The receiver (Bob) decodes it correctly whenever there is at most a small constant fraction of…

信息论 · 计算机科学 2024-07-10 Meghal Gupta , Venkatesan Guruswami , Mihir Singhal

This paper is on developing some computer-assisted proof methods involving non-classical inequalities for Shannon entropy. Two areas of the applications of information inequalities are studied: Secret sharing schemes and hat guessing games.…

信息论 · 计算机科学 2023-10-19 Emirhan Gürpınar

We study the richness of the ensemble of graphical structures (i.e., unlabeled graphs) of the one-dimensional random geometric graph model defined by $n$ nodes randomly scattered in $[0,1]$ that connect if they are within the connection…

信息论 · 计算机科学 2022-06-24 Mihai-Alin Badiu , Justin P. Coon

Data dissemination is a fundamental task in distributed computing. This paper studies broadcast problems in various innovative models where the communication network connecting $n$ processes is dynamic (e.g., due to mobility or failures)…

分布式、并行与集群计算 · 计算机科学 2023-01-30 Antoine El-Hayek , Monika Henzinger , Stefan Schmid

In the new field of financial systemic risk, the network of interbank counterparty relationships can be described as a directed random graph. In "cascade models" of systemic risk, this "skeleton" acts as the medium through which financial…

概率论 · 数学 2015-12-11 T. R. Hurd

Haramaty and Sudan considered the problem of transmitting a message between two people, Alice and Bob, when Alice's and Bob's priors on the message are allowed to differ by at most a given factor. To find a deterministic compression scheme…

组合数学 · 数学 2018-10-23 Noah Golowich

We study the fundamental problem of reliable interactive communication over a noisy channel. In a breakthrough sequence of papers published in 1992 and 1993, Schulman gave non-constructive proofs of the existence of general methods to…

数据结构与算法 · 计算机科学 2011-04-06 Ran Gelles , Amit Sahai

A general inner bound is given for the discrete memoryless broadcast channel with an arbitrary number of users and general message sets, a setting that accounts for the most general form of concurrent groupcasting, with messages intended…

信息论 · 计算机科学 2020-11-11 Henry Romero , Mahesh K. Varanasi

In this paper we study interactive "one-shot" analogues of the classical Slepian-Wolf theorem. Alice receives a value of a random variable $X$, Bob receives a value of another random variable $Y$ that is jointly distributed with $X$.…

计算复杂性 · 计算机科学 2015-09-09 Alexander Kozachinskiy

This paper investigates a source coding problem in which two terminals communicating through a relay wish to estimate one another's source within some distortion constraint. The relay has access to side information that is correlated with…

信息论 · 计算机科学 2013-10-10 Farideh Ebrahim Rezagah , Elza Erkip

We continue the study of the communication complexity of gap cycle counting problems. These problems have been introduced by Verbin and Yu [SODA 2011] and have found numerous applications in proving streaming lower bounds. In the noisy gap…

数据结构与算法 · 计算机科学 2023-05-19 Sepehr Assadi , Janani Sundaresan

In the communication problem $\mathbf{UR}$ (universal relation) [KRW95], Alice and Bob respectively receive $x$ and $y$ in $\{0,1\}^n$ with the promise that $x\neq y$. The last player to receive a message must output an index $i$ such that…

计算复杂性 · 计算机科学 2017-03-24 Jelani Nelson , Jakub Pachocki , Zhengyu Wang

In this paper, we discuss coding theorems on a $(2, 2)$--threshold scheme in the presence of an opponent who impersonates one of the two shareholders in an asymptotic setup. We consider a situation where $n$ secrets $S^n$ from a memoryless…

信息论 · 计算机科学 2015-03-14 Mitsugu Iwamoto , Hiroki Koga , Hirosuke Yamamoto

We study the possibility of scaling down algorithmic information quantities in tuples of correlated strings. In particular, we address a question raised by Alexander Shen: whether, for any triple of strings $(a, b, c)$, there exists a…

信息论 · 计算机科学 2025-10-29 Andrei Romashchenko