FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2996644705> ?p ?o ?g. }

• W2996644705 abstract "Federated learning improves data privacy and efficiency in machine learning performed over networks of distributed devices, such as mobile phones, IoT and wearable devices, etc. Yet models trained with federated learning can still fail to generalize to new devices due to the problem of domain shift. Domain shift occurs when the labeled data collected by source nodes statistically differs from the target node's unlabeled data. In this work, we present a principled approach to the problem of federated domain adaptation, which aims to align the representations learned among the different nodes with the data distribution of the target node. Our approach extends adversarial adaptation techniques to the constraints of the federated setting. In addition, we devise a dynamic attention mechanism and leverage feature disentanglement to enhance knowledge transfer. Empirically, we perform extensive experiments on several image and text classification tasks and show promising results under unsupervised federated domain adaptation setting." @default.
• W2996644705 created "2019-12-26" @default.
• W2996644705 creator A5006357969 @default.
• W2996644705 creator A5028927697 @default.
• W2996644705 creator A5068469395 @default.
• W2996644705 creator A5075906727 @default.
• W2996644705 date "2020-04-30" @default.
• W2996644705 modified "2023-09-24" @default.
• W2996644705 title "Federated Adversarial Domain Adaptation" @default.
• W2996644705 cites W150223756 @default.
• W2996644705 cites W1565327149 @default.
• W2996644705 cites W1576445103 @default.
• W2996644705 cites W1722318740 @default.
• W2996644705 cites W1836465849 @default.
• W2996644705 cites W1959608418 @default.
• W2996644705 cites W2009797711 @default.
• W2996644705 cites W2071949631 @default.
• W2996644705 cites W2099471712 @default.
• W2996644705 cites W2104094955 @default.
• W2996644705 cites W2105523772 @default.
• W2996644705 cites W2108501770 @default.
• W2996644705 cites W2108598243 @default.
• W2996644705 cites W2110091014 @default.
• W2996644705 cites W2112796928 @default.
• W2996644705 cites W2125865219 @default.
• W2996644705 cites W2131953535 @default.
• W2996644705 cites W2148603752 @default.
• W2996644705 cites W2149466042 @default.
• W2996644705 cites W2158815628 @default.
• W2996644705 cites W2159291411 @default.
• W2996644705 cites W2162651021 @default.
• W2996644705 cites W2163302275 @default.
• W2996644705 cites W2163922914 @default.
• W2996644705 cites W2165698076 @default.
• W2996644705 cites W2194775991 @default.
• W2996644705 cites W2214409633 @default.
• W2996644705 cites W2299668505 @default.
• W2996644705 cites W2478454054 @default.
• W2996644705 cites W2548275288 @default.
• W2996644705 cites W2559823555 @default.
• W2996644705 cites W2593768305 @default.
• W2996644705 cites W2598581049 @default.
• W2996644705 cites W2701059868 @default.
• W2996644705 cites W2795155917 @default.
• W2996644705 cites W2803832867 @default.
• W2996644705 cites W2890663137 @default.
• W2996644705 cites W2891975605 @default.
• W2996644705 cites W2895865029 @default.
• W2996644705 cites W2903890850 @default.
• W2996644705 cites W2940579548 @default.
• W2996644705 cites W2962687275 @default.
• W2996644705 cites W2962793481 @default.
• W2996644705 cites W2962808524 @default.
• W2996644705 cites W2963168418 @default.
• W2996644705 cites W2963300197 @default.
• W2996644705 cites W2963444790 @default.
• W2996644705 cites W2963449430 @default.
• W2996644705 cites W2963784072 @default.
• W2996644705 cites W2963826681 @default.
• W2996644705 cites W2963870446 @default.
• W2996644705 cites W2964266860 @default.
• W2996644705 cites W2964278684 @default.
• W2996644705 cites W2964288524 @default.
• W2996644705 cites W2981720610 @default.
• W2996644705 cites W3159890710 @default.
• W2996644705 hasPublicationYear "2020" @default.
• W2996644705 type Work @default.
• W2996644705 sameAs 2996644705 @default.
• W2996644705 citedByCount "34" @default.
• W2996644705 countsByYear W29966447052020 @default.
• W2996644705 countsByYear W29966447052021 @default.
• W2996644705 crossrefType "proceedings-article" @default.
• W2996644705 hasAuthorship W2996644705A5006357969 @default.
• W2996644705 hasAuthorship W2996644705A5028927697 @default.
• W2996644705 hasAuthorship W2996644705A5068469395 @default.
• W2996644705 hasAuthorship W2996644705A5075906727 @default.
• W2996644705 hasConcept C119857082 @default.
• W2996644705 hasConcept C120314980 @default.
• W2996644705 hasConcept C120665830 @default.
• W2996644705 hasConcept C121332964 @default.
• W2996644705 hasConcept C127413603 @default.
• W2996644705 hasConcept C134306372 @default.
• W2996644705 hasConcept C139807058 @default.
• W2996644705 hasConcept C149635348 @default.
• W2996644705 hasConcept C150594956 @default.
• W2996644705 hasConcept C150899416 @default.
• W2996644705 hasConcept C153083717 @default.
• W2996644705 hasConcept C154945302 @default.
• W2996644705 hasConcept C2776145971 @default.
• W2996644705 hasConcept C2776434776 @default.
• W2996644705 hasConcept C33923547 @default.
• W2996644705 hasConcept C36503486 @default.
• W2996644705 hasConcept C37736160 @default.
• W2996644705 hasConcept C41008148 @default.
• W2996644705 hasConcept C62611344 @default.
• W2996644705 hasConcept C66938386 @default.
• W2996644705 hasConcept C95623464 @default.
• W2996644705 hasConceptScore W2996644705C119857082 @default.
• W2996644705 hasConceptScore W2996644705C120314980 @default.
• W2996644705 hasConceptScore W2996644705C120665830 @default.

• next