Suchergebnisse - "lossy distributed source coding"

Federated Learning with Lossy Distributed Source Coding: Analysis and Optimization von Yang, Huiyuan, Ding, Tian, Yuan, Xiaojun

“… Recently, federated learning (FL), which replaces data sharing with model sharing, has emerged as an efficient and privacy-friendly machine learning (ML) …”
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Lossy distributed source coding using graphs von Choi, Suhan

“… In this letter, lossy distributed source coding using graphs is considered. This corresponds to the source coding part of the graph-based framework for transmission of analog correlated sources over the multiple-access channel (MAC …”
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Lossy distributed source coding using LDPC codes von Sartipi, M., Fekri, F.

“… In this paper, we propose a practical scheme for lossy distributed source coding with side information available at the decoder …”
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Over-the-Air Federated Learning in MIMO Cloud Radio Access Networks von Ma, Haoming, Yuan, Xiaojun, Ding, Zhi

“… To address the limited server coverage of traditional over-the-air federated learning (OA-FL), we propose a new OA-FL framework for MIMO-based cloud radio …”
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Cloud-RAN Over-the-Air Federated Learning von Ma, Haoming, Yuan, Xiaojun, Ding, Zhi

“… ) aggregates the edge updates from the BSs. By modeling the second step as a lossy distributed source coding (L-DSC …”
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Federated Learning with Lossy Distributed Source Coding: Analysis and Optimization von Yang, Huiyuan, Ding, Tian, Yuan, Xiaojun

“… Recently, federated learning (FL), which replaces data sharing with model sharing, has emerged as an efficient and privacy-friendly machine learning (ML) …”
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LDPC Codes for Information Embedding and Lossy Distributed Source Coding von Sartipi, Mina

“… Inspired by our recent work on lossy distributed source coding with side information available at the decoder, we propose a practical scheme for information embedding system with side information …”
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On the Compression of Messages in the Multi-Party Setting von Anshu, Anurag, Yao, Penghui

“… We consider the following communication task in the multi-party setting, which involves joint random variables <inline-formula> <tex-math …”
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Distributed Distortion-Rate Optimized Compressed Sensing in Wireless Sensor Networks von Leinonen, Markus, Codreanu, Marian, Juntti, Markku

“… This paper addresses lossy distributed source coding for acquiring correlated sparse sources via compressed sensing (CS …”
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Cross-Layer Framework for QoS Support in Wireless Multimedia Sensor Networks von Shah, G. A., Weifa Liang, Akan, O. B.

“… The emergence of wireless multimedia sensor networks (WMSNs) has made it possible to realize multimedia delivery on tiny sensing devices. The volume and …”
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Structural Properties of Test Channels of the RDF for Gaussian Multivariate Distributed Sources von Gkagkos, Michail, Charalambous, Charalambos D.

“… In this paper, we consider Wyner's [1] lossy distributed source coding problem of Fig …”
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On the compression of messages in the multi-party setting von Anshu, Anurag, Yao, Penghui

“… We consider the following communication task in the multi-party setting, which involves a joint random variable \(XYZMN\) with the property that \(M\) is …”
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Distributed Video Coding Using Turbo Codes and Second Generation Wavelets von Ponchet, A., Iano, Y.

“… The present work proposes a video compression scheme based on the lossy distributed source coding theory …”
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Over-the-Air Federated Learning in MIMO Cloud-RAN Systems von Ma, Haoming, Yuan, Xiaojun, Ding, Zhi

“… To better utilize the correlation among APs, called inter-AP correlation, we propose modeling the global aggregation stage as a lossy distributed source coding (L-DSC …”
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Polar codes for some multi-terminal communications problems von Sahebi, Aria G., Pradhan, S. Sandeep

“… It is shown that polar coding schemes achieve the known achievable rate regions for several multi-terminal communications problems including lossy distributed source coding, multiple access channels …”
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Alternating Minimization Algorithms for Dual-Energy X-Ray CT Imaging and Information Optimization von Chen, Yaqi

“… The first problem is the X-ray computed tomography (CT) imaging problem and the second is the computation of Berger-Tung bounds for the lossy distributed source coding problem …”
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Lossy compression of distributed sparse sources: A practical scheme von Coluccia, G., Magli, E., Roumy, A., Toto-Zarasoa, V.

“… The novelty of the scheme consists in the combination of lossy distributed source coding (DSC) and CS. More precisely, we propose a joint CS reconstruction filter …”
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Polar Codes for Some Multi-terminal Communications Problems von Sahebi, Aria G, Pradhan, S Sandeep

“… It is shown that polar coding schemes achieve the known achievable rate regions for several multi-terminal communications problems including lossy distributed source coding, multiple access channels …”
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Wyner-Ziv coding of multispectral images for space and airborne platforms von Rane, Shantanu, Yige Wang, Boufounos, Petros, Vetro, Anthony

“… This paper investigates the application of lossy distributed source coding to high resolution multispectral images …”
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Modern error control codes and applications to distributed source coding von Sartipi, Mina

“… This dissertation first studies two-dimensional wavelet codes (TDWCs). TDWCs are introduced as a solution to the problem of designing a 2-D code that has low …”
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