Search Results - lossy distributed source coding

Distributed and Cascade Lossy Source Coding With a Side Information "Vending Machine" by Ahmadi, Behzad, Simeone, Osvaldo

“…Source coding with a side information "vending machine" is a recently proposed framework in which the statistical relationship between the side information and the source, instead of being given…”
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Federated Learning with Lossy Distributed Source Coding: Analysis and Optimization by 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 by 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 by 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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On Distributed Lossy Coding of Symmetrically Correlated Gaussian Sources by Zhou, Siyao, Salehkalaibar, Sadaf, Qian, Jingjing, Chen, Jun, Shi, Wuxian, Ge, Yiqun, Tong, Wen

“…A distributed lossy compression network with L encoders and a decoder is considered…”
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Lossy-Forward Relaying for Lossy Communications: Rate-Distortion and Outage Probability Analyses by Lin, Wensheng, Qian, Shen, Matsumoto, Tad

“…: a point-to-point coding problem in the S-R link and a lossy source coding problem with an LF relay in the source-destination (S-D…”
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Distributed Distortion-Rate Optimized Compressed Sensing in Wireless Sensor Networks by 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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The Three-Terminal Interactive Lossy Source Coding Problem by Rey Vega, Leonardo, Piantanida, Pablo, Hero, Alfred O.

“…In this paper, we explore the three-node multiterminal lossy source coding problem, which seems to offer a formidable mathematical complexity…”
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Over-the-Air Federated Learning in MIMO Cloud Radio Access Networks by 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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Distributed Lossy Source Coding Using Real-Number Codes by Vaezi, M., Labeau, F.

“…We show how real-number codes can be used to compress correlated sources, and establish a new framework for distributed lossy source coding, in which we quantize compressed sources instead…”
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Optimizing Distributed Source Coding for Interactive Multiview Video Streaming Over Lossy Networks by Liu, Zhi, Cheung, Gene, Ji, Yusheng

“… We first design a new unified distributed source coding (uDSC) frame-a new coding tool that simultaneously offers view switching and loss-resilient capabilities-for periodic insertion into the multiview frame structure…”
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Cloud-RAN Over-the-Air Federated Learning by 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 by 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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Interference neutralization in distributed lossy source coding by Maddah-Ali, Mohammad Ali, Tse, David

“…We consider a problem of distributed lossy Gaussian source coding with inputs (y 1 , y 2 , y 3 ), where y 1 and y 2 are positively correlated, y 3…”
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Integer-Forcing Source Coding by Ordentlich, Or, Erez, Uri

“… This paper applies the IF approach to arrive at a new low-complexity scheme, IF source coding, for distributed lossy compression of correlated Gaussian sources under a minimum mean squared error distortion measure…”
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An Upper Bound to the Rate of Ideal Distributed Lossy Source Coding of Densely Sampled Data by Neuhoff, D.L., Pradhan, S.S.

“… samples that is tighter than the bound recently obtained by Kashyap et al. Both bounds indicate that with ideal distributed lossy coding, dense sensor networks…”
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On Distributed Lossy Coding of Symmetrically Correlated Gaussian Sources by Zhou, Siyao, Salehkalaibar, Sadaf, Qian, Jingjing, Chen, Jun, Shi, Wuxian, Ge, Yiqun, Tong, Wen

“…In this paper, we consider a distributed lossy compression network with L encoders and a decoder…”
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LDPC Codes for Information Embedding and Lossy Distributed Source Coding by 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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Distributed Lossy Source Coding Using Real-Number Codes by Vaezi, Mojtaba, Labeau, Fabrice

“…We show how real-number codes can be used to compress correlated sources, and establish a new framework for lossy distributed source coding, in which we quantize compressed sources instead…”
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PRISM: A Video Coding Paradigm With Motion Estimation at the Decoder by Puri, R., Majumdar, A., Ramchandran, K.

“…We describe PRISM, a video coding paradigm based on the principles of lossy distributed compression…”
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