LEADER 03932nam 22006855 450 001 996517751703316 005 20230328095244.0 010 $a9783031289965$b(electronic bk.) 010 $z9783031289958 024 7 $a10.1007/978-3-031-28996-5 035 $a(MiAaPQ)EBC7221150 035 $a(Au-PeEL)EBL7221150 035 $a(OCoLC)1374425264 035 $a(DE-He213)978-3-031-28996-5 035 $a(PPN)26909282X 035 $a(EXLCZ)9926347442000041 100 $a20230328d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aTrustworthy Federated Learning$b[electronic resource] $eFirst International Workshop, FL 2022, Held in Conjunction with IJCAI 2022, Vienna, Austria, July 23, 2022, Revised Selected Papers /$fedited by Randy Goebel, Han Yu, Boi Faltings, Lixin Fan, Zehui Xiong 205 $a1st ed. 2023. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2023. 215 $a1 online resource (168 pages) $cillustrations 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v13448 311 08$aPrint version: Goebel, Randy Trustworthy Federated Learning Cham : Springer International Publishing AG,c2023 9783031289958 320 $aIncludes bibliographical references and index. 327 $aAdaptive Expert Models for Personalization in Federated Learning -- Federated Learning with GAN-based Data Synthesis for Non-iid Clients -- Practical and Secure Federated Recommendation with Personalized Mask -- A General Theory for Client Sampling in Federated Learning -- Decentralized adaptive clustering of deep nets is beneficial for client collaboration -- Sketch to Skip and Select: Communication Efficient Federated Learning using Locality Sensitive Hashing -- Fast Server Learning Rate Tuning for Coded Federated Dropout -- FedAUXfdp: Differentially Private One-Shot Federated Distillation -- Secure forward aggregation for vertical federated neural network -- Two-phased Federated Learning with Clustering and Personalization for Natural Gas Load Forecasting -- Privacy-Preserving Federated Cross-Domain Social Recommendation. 330 $aThis book constitutes the refereed proceedings of the First International Workshop, FL 2022, Held in Conjunction with IJCAI 2022, held in Vienna, Austria, during July 23-25, 2022. The 11 full papers presented in this book were carefully reviewed and selected from 12 submissions. They are organized in three topical sections: answer set programming; adaptive expert models for personalization in federated learning and privacy-preserving federated cross-domain social recommendation. 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v13448 606 $aArtificial intelligence 606 $aData protection 606 $aSocial sciences?Data processing 606 $aApplication software 606 $aArtificial Intelligence 606 $aData and Information Security 606 $aComputer Application in Social and Behavioral Sciences 606 $aComputer and Information Systems Applications 615 0$aArtificial intelligence. 615 0$aData protection. 615 0$aSocial sciences?Data processing. 615 0$aApplication software. 615 14$aArtificial Intelligence. 615 24$aData and Information Security. 615 24$aComputer Application in Social and Behavioral Sciences. 615 24$aComputer and Information Systems Applications. 676 $a006.3 702 $aYu$b Han$c(Assistant Professor), 702 $aGoebel$b Randy 702 $aFaltings$b Boi 702 $aFan$b Lixin$c(Scientist), 702 $aXiong$b Zehui 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a996517751703316 996 $aTrustworthy Federated Learning$93091291 997 $aUNISA LEADER 01641nam a2200397 i 4500 001 991000942579707536 005 20020507180301.0 008 931004s1986 de 1|| | eng 020 $a3540164871 035 $ab10778986-39ule_inst 035 $aLE01304646$9ExL 040 $aDip.to Matematica$beng 082 0 $a519.2 084 $aLC QA3.L28 084 $aAMS 60-06 084 $aAMS 60-XX 245 00$aGeometrical and statistical aspects of probability in Banach spaces :$bactes des Journées SMF de calcul des probabilités dans les espaces de Banach, organisées á Strasbourg les 19 et 20 juin 1985 /$cedited by X. Fernique ... [et al.] 260 $aBerlin :$bSpringer-Verlag,$c1986 300 $a128 p. ;$c24 cm. 490 0 $aLecture notes in mathematics, $xISSN 0075-8434 ;$v1193 500 $aCompl. del titolo in francese nel front. 504 $aIncludes bibliographical references 650 0$aProbabilities$xCongresses 650 0$aBanach spaces$xCongresses 650 0$aCentral limit theorem$xCongresses 650 0$aMartingales (Mathematics)$xCongresses 650 0$aConvergence$xCongresses 650 0$aGeometric probabilities$xCongresses 700 1 $aFernique, Xavier M. 710 2 $aSociété mathématique de France 907 $a.b10778986$b23-02-17$c28-06-02 912 $a991000942579707536 945 $aLE013 60-XX FER11 (1986)$g1$i2013000141541$lle013$o-$pE0.00$q-$rl$s- $t0$u0$v0$w0$x0$y.i1087835x$z28-06-02 996 $aGeometrical and statistical aspects of probability in Banach spaces$9262651 997 $aUNISALENTO 998 $ale013$b04-10-93$cm$da $e-$feng$gxx $h0$i1