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检索条件"主题词=distributed hypothesis testing"
39 条 记 录,以下是21-30 订阅
排序:
Strong Converse Bounds in Quantum Network Information Theory
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IEEE TRANSACTIONS ON INFORMATION THEORY 2021年 第4期67卷 2269-2292页
作者: Cheng, Hao-Chung Datta, Nilanjana Rouze, Cambyse Natl Taiwan Univ Dept Elect Engn Grad Inst Commun Engn Taipei 10617 Taiwan Natl Taiwan Univ Dept Math Taipei 10617 Taiwan Natl Taiwan Univ Inst Appl Math Sci Taipei 10617 Taiwan Univ Cambridge Dept Appl Math & Theoret Phys Cambridge CB2 1TN England Tech Univ Munich Dept Math D-80333 Mtinchen Germany
In this paper, we develop the first method for finding strong converse bounds in quantum network information theory. The general scheme relies on a recently obtained result in the field of non-commutative functional i... 详细信息
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testing Against Independence with an Eavesdropper
Testing Against Independence with an Eavesdropper
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IEEE Information Theory Workshop (ITW)
作者: Faour, Sara Hamad, Mustapha Sarkiss, Mireille Wigger, Michele IP Paris Telecom Paris LTCI Palaiseau France Paris Res Ctr Huawei Math & Algorithm Sci Lab Paris France IP Paris Telecom SudParis SAMOVAR Palaiseau France
We study a distributed binary hypothesis testing (HT) problem with communication and security constraints, involving three parties: a remote sensor called Alice, a legitimate decision center called Bob, and an eavesdr... 详细信息
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REACHING BAYESIAN CONSENSUS IN COGNITIVE SYSTEMS BY DECISION EXCHANGES
REACHING BAYESIAN CONSENSUS IN COGNITIVE SYSTEMS BY DECISION...
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21st European Signal Processing Conference (EUSIPCO)
作者: Wang, Yunlong Djuric, Petar M. SUNY Stony Brook Dept Elect & Comp Engn Stony Brook NY 11794 USA
We consider the problem of distributed Bayesian hypothesis testing on a set of time invariant hypotheses in a cognitive system of cooperative agents. Each agent in the system obtains one set of private observations an... 详细信息
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Complexity of Bayesian Belief Exchange over a Network  56
Complexity of Bayesian Belief Exchange over a Network
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56th Annual IEEE Conference on Decision and Control (CDC)
作者: Rahimian, M. Amin Jadbabaie, Ali Mossel, Elchanan MIT IDSS 77 Massachusetts Ave Cambridge MA 02139 USA
Many important real-world decision making problems involve group interactions among individuals with purely informational externalities, such situations arise for example in jury deliberations, expert committees, medi... 详细信息
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Cooperative Multi-Sensor Detection under Variable-Length Coding
Cooperative Multi-Sensor Detection under Variable-Length Cod...
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IEEE Information Theory Workshop (ITW)
作者: Hamad, Mustapha Wigger, Michele Sarkiss, Mireille Telecom Paris IP Paris LTCI F-91120 Palaiseau France Telecom SudParis IP Paris SAMOVAR F-91011 Evry France
We investigate the testing-against-independence problem over a cooperative MAC with two sensors and a single detector under an average rate constraint on the sensors-detector links. For this setup, we design a variabl... 详细信息
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Communication-Efficient Distribution-Free Inference Over Networks  57
Communication-Efficient Distribution-Free Inference Over Net...
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57th Asilomar Conference on Signals, Systems and Computers
作者: Pournaderi, Mehrdad Xiang, Yu Univ Utah Dept Elect & Comp Engn 50 Cent Campus Dr 2110 Salt Lake City UT 84112 USA
Consider a star network where each local node possesses a set of test statistics that exhibit a symmetric distribution around zero when their corresponding null hypothesis is true. This paper investigates statistical ... 详细信息
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HIDDEN MARKOV MODELING OVER GRAPHS
HIDDEN MARKOV MODELING OVER GRAPHS
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IEEE Data Science and Learning Workshop (DSLW)
作者: Kayaalp, Mert Bordignon, Virginia Vlaski, Stefan Sayed, Ali H. Ecole Polytech Fed Lausanne EPFL Lausanne Switzerland Imperial Coll London London England
This work proposes a multi-agent filtering algorithm over graphs for finite-state hidden Markov models (HMMs), which can be used for sequential state estimation or for tracking opinion formation over dynamic social ne... 详细信息
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distributed Estimation and Learning over Heterogeneous Networks
Distributed Estimation and Learning over Heterogeneous Netwo...
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54th Annual Allerton Conference on Communication, Control, and Computing (Allerton)
作者: Rahimian, M. Amin Jadbabaie, Ali MIT Inst Data Syst & Soc 77 Massachusetts Ave Cambridge MA 02139 USA
We consider several estimation and learning problems that networked agents face when making decisions given their uncertainty about an unknown variable. Our methods are designed to efficiently deal with heterogeneity ... 详细信息
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Two-Hop Network with Multiple Decision Centers under Expected-Rate Constraints
Two-Hop Network with Multiple Decision Centers under Expecte...
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IEEE Global Communications Conference (GLOBECOM)
作者: Hamad, Mustapha Wigger, Michele Sarkiss, Mireille IP Paris Telecom Paris LTCI F-91120 Palaiseau France IP Paris Telecom SudParis SAMOVAR F-91011 Evry France
The paper studies distributed binary hypothesis testing over a two-hop relay network where both the relay and the receiver decide on the hypothesis. Both communication links are subject to expected rate constraints, w... 详细信息
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New Results on testing Against Independence with Rate-Limited Constraints  7
New Results on Testing Against Independence with Rate-Limite...
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7th IEEE Global Conference on Signal and Information Processing (IEEE GlobalSIP)
作者: Espinosa, Sebastian Silva, Jorge F. Piantanida, Pablo Univ Chile Dept Elect Engn Santiago Chile Univ Paris Sud CNRS Cent Supelec Lab Signaux & Syst L2S Orsay France Univ Montreal Montreal Inst Learning Algorithms MILA Montreal PQ Canada
This work studies error exponent limits in hypothesis testing (HT) in a distributed scenario with partial communication constraints. We derive general conditions on the Type I error restriction under which the error e... 详细信息
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