A New Lossless Compression Paradigm for Federated Learning: A Quantile-Based Framework for Bandwidth Efficiency Without Accuracy Degradation.
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| Title: | A New Lossless Compression Paradigm for Federated Learning: A Quantile-Based Framework for Bandwidth Efficiency Without Accuracy Degradation. |
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| Authors: | Abdellah, Marwa1 (AUTHOR), Hesham, Aya1,2 (AUTHOR), Salah, Ahmad3 (AUTHOR) ahmad.salah@utas.edu.om, Behery, Gamal M.4 (AUTHOR) |
| Source: | Information. Jun2026, Vol. 17 Issue 6, p528. 17p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 194906243 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=194906243 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/info17060528 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 17 StartPage: 528 Titles: – TitleFull: A New Lossless Compression Paradigm for Federated Learning: A Quantile-Based Framework for Bandwidth Efficiency Without Accuracy Degradation. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Abdellah, Marwa – PersonEntity: Name: NameFull: Hesham, Aya – PersonEntity: Name: NameFull: Salah, Ahmad – PersonEntity: Name: NameFull: Behery, Gamal M. IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 06 Text: Jun2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 20782489 Numbering: – Type: volume Value: 17 – Type: issue Value: 6 Titles: – TitleFull: Information Type: main |
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