<> <http://www.w3.org/2000/01/rdf-schema#comment> "The repository administrator has not yet configured an RDF license."^^<http://www.w3.org/2001/XMLSchema#string> . <> <http://xmlns.com/foaf/0.1/primaryTopic> <https://discovery.ucl.ac.uk/id/eprint/10119536> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Article> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://purl.org/dc/terms/title> "Federated AI for building AI Solutions across Multiple Agencies"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://purl.org/ontology/bibo/abstract> "The different sets of regulations existing for differ-ent agencies within the government make the task of creating AI enabled solutions in government dif-ficult. Regulatory restrictions inhibit sharing of da-ta across different agencies, which could be a significant impediment to training AI models. We discuss the challenges that exist in environments where data cannot be freely shared and assess tech-nologies which can be used to work around these challenges. We present results on building AI models using the concept of federated AI, which al-lows creation of models without moving the training data around."^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://purl.org/dc/terms/date> "2018" . <https://discovery.ucl.ac.uk/id/document/1249640> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Document> . <https://discovery.ucl.ac.uk/id/publication/ext-fe3cc0cad7814c13bcbf7b11398bbb59> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Collection> . <https://discovery.ucl.ac.uk/id/publication/ext-fe3cc0cad7814c13bcbf7b11398bbb59> <http://xmlns.com/foaf/0.1/name> "CoRR"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://purl.org/dc/terms/isPartOf> <https://discovery.ucl.ac.uk/id/publication/ext-fe3cc0cad7814c13bcbf7b11398bbb59> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://purl.org/ontology/bibo/status> <http://purl.org/ontology/bibo/status/unpublished> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-67cbb958ced0977970244e8975edb88d> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10119536#authors> . <https://discovery.ucl.ac.uk/id/eprint/10119536#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_1> <https://discovery.ucl.ac.uk/id/person/ext-67cbb958ced0977970244e8975edb88d> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-7aa7f40d36eee932e6f837899a2eece1> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10119536#authors> . <https://discovery.ucl.ac.uk/id/eprint/10119536#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_2> <https://discovery.ucl.ac.uk/id/person/ext-7aa7f40d36eee932e6f837899a2eece1> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-627be34bbad7a68555e8463a0b262d2d> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10119536#authors> . <https://discovery.ucl.ac.uk/id/eprint/10119536#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_3> <https://discovery.ucl.ac.uk/id/person/ext-627be34bbad7a68555e8463a0b262d2d> . <https://discovery.ucl.ac.uk/id/person/ext-67cbb958ced0977970244e8975edb88d> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-67cbb958ced0977970244e8975edb88d> <http://xmlns.com/foaf/0.1/givenName> "DC"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-67cbb958ced0977970244e8975edb88d> <http://xmlns.com/foaf/0.1/familyName> "Verma"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-67cbb958ced0977970244e8975edb88d> <http://xmlns.com/foaf/0.1/name> "DC Verma"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-627be34bbad7a68555e8463a0b262d2d> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-627be34bbad7a68555e8463a0b262d2d> <http://xmlns.com/foaf/0.1/givenName> "G"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-627be34bbad7a68555e8463a0b262d2d> <http://xmlns.com/foaf/0.1/familyName> "Cirincione"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-627be34bbad7a68555e8463a0b262d2d> <http://xmlns.com/foaf/0.1/name> "G Cirincione"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-7aa7f40d36eee932e6f837899a2eece1> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-7aa7f40d36eee932e6f837899a2eece1> <http://xmlns.com/foaf/0.1/givenName> "S"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-7aa7f40d36eee932e6f837899a2eece1> <http://xmlns.com/foaf/0.1/familyName> "Julier"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-7aa7f40d36eee932e6f837899a2eece1> <http://xmlns.com/foaf/0.1/name> "S Julier"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Article> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://purl.org/ontology/bibo/presentedAt> <https://discovery.ucl.ac.uk/id/event/ext-501e29c30b855f076b763d4154ab5a72> . <https://discovery.ucl.ac.uk/id/event/ext-501e29c30b855f076b763d4154ab5a72> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Conference> . <https://discovery.ucl.ac.uk/id/event/ext-501e29c30b855f076b763d4154ab5a72> <http://purl.org/dc/terms/title> "AAAI FSS-18: Artificial Intelligence in Government and Public Sector"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/EPrint> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/ProceedingsSectionEPrint> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://purl.org/dc/terms/isPartOf> <https://discovery.ucl.ac.uk/id/repository> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://eprints.org/ontology/hasDocument> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/document/1249640> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> . <https://discovery.ucl.ac.uk/id/document/1249640> <http://www.w3.org/2000/01/rdf-schema#label> "Federated AI for building AI Solutions across Multiple Agencies (Text)"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://purl.org/dc/elements/1.1/hasVersion> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://eprints.org/ontology/hasPublished> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/document/1249640> <http://eprints.org/ontology/hasFile> <https://discovery.ucl.ac.uk/id/eprint/10119536/1/1809.10036v1.pdf> . <https://discovery.ucl.ac.uk/id/document/1249640> <http://purl.org/dc/terms/hasPart> <https://discovery.ucl.ac.uk/id/eprint/10119536/1/1809.10036v1.pdf> . <https://discovery.ucl.ac.uk/id/eprint/10119536/1/1809.10036v1.pdf> <http://www.w3.org/2000/01/rdf-schema#label> "1809.10036v1.pdf"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://eprints.org/ontology/hasDocument> <https://discovery.ucl.ac.uk/id/document/1249641> . <https://discovery.ucl.ac.uk/id/document/1249641> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> . <https://discovery.ucl.ac.uk/id/document/1249641> <http://www.w3.org/2000/01/rdf-schema#label> "Federated AI for building AI Solutions across Multiple Agencies (Other)"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/document/1249641> <http://eprints.org/relation/isVersionOf> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/document/1249641> <http://eprints.org/relation/isVolatileVersionOf> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/document/1249641> <http://eprints.org/relation/islightboxThumbnailVersionOf> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/document/1249641> <http://eprints.org/ontology/hasFile> <https://discovery.ucl.ac.uk/id/eprint/10119536/2/lightbox.jpg> . <https://discovery.ucl.ac.uk/id/document/1249641> <http://purl.org/dc/terms/hasPart> <https://discovery.ucl.ac.uk/id/eprint/10119536/2/lightbox.jpg> . <https://discovery.ucl.ac.uk/id/eprint/10119536/2/lightbox.jpg> <http://www.w3.org/2000/01/rdf-schema#label> "lightbox.jpg"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://eprints.org/ontology/hasDocument> <https://discovery.ucl.ac.uk/id/document/1249642> . <https://discovery.ucl.ac.uk/id/document/1249642> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> . <https://discovery.ucl.ac.uk/id/document/1249642> <http://www.w3.org/2000/01/rdf-schema#label> "Federated AI for building AI Solutions across Multiple Agencies (Other)"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/document/1249642> <http://eprints.org/relation/isVersionOf> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/document/1249642> <http://eprints.org/relation/isVolatileVersionOf> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/document/1249642> <http://eprints.org/relation/ispreviewThumbnailVersionOf> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/document/1249642> <http://eprints.org/ontology/hasFile> <https://discovery.ucl.ac.uk/id/eprint/10119536/3/preview.jpg> . <https://discovery.ucl.ac.uk/id/document/1249642> <http://purl.org/dc/terms/hasPart> <https://discovery.ucl.ac.uk/id/eprint/10119536/3/preview.jpg> . <https://discovery.ucl.ac.uk/id/eprint/10119536/3/preview.jpg> <http://www.w3.org/2000/01/rdf-schema#label> "preview.jpg"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://eprints.org/ontology/hasDocument> <https://discovery.ucl.ac.uk/id/document/1249643> . <https://discovery.ucl.ac.uk/id/document/1249643> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> . <https://discovery.ucl.ac.uk/id/document/1249643> <http://www.w3.org/2000/01/rdf-schema#label> "Federated AI for building AI Solutions across Multiple Agencies (Other)"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/document/1249643> <http://eprints.org/relation/isVersionOf> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/document/1249643> <http://eprints.org/relation/isVolatileVersionOf> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/document/1249643> <http://eprints.org/relation/ismediumThumbnailVersionOf> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/document/1249643> <http://eprints.org/ontology/hasFile> <https://discovery.ucl.ac.uk/id/eprint/10119536/4/medium.jpg> . <https://discovery.ucl.ac.uk/id/document/1249643> <http://purl.org/dc/terms/hasPart> <https://discovery.ucl.ac.uk/id/eprint/10119536/4/medium.jpg> . <https://discovery.ucl.ac.uk/id/eprint/10119536/4/medium.jpg> <http://www.w3.org/2000/01/rdf-schema#label> "medium.jpg"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://eprints.org/ontology/hasDocument> <https://discovery.ucl.ac.uk/id/document/1249645> . <https://discovery.ucl.ac.uk/id/document/1249645> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> . <https://discovery.ucl.ac.uk/id/document/1249645> <http://www.w3.org/2000/01/rdf-schema#label> "Federated AI for building AI Solutions across Multiple Agencies (Other)"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/document/1249645> <http://eprints.org/relation/isVersionOf> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/document/1249645> <http://eprints.org/relation/isVolatileVersionOf> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/document/1249645> <http://eprints.org/relation/issmallThumbnailVersionOf> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/document/1249645> <http://eprints.org/ontology/hasFile> <https://discovery.ucl.ac.uk/id/eprint/10119536/5/small.jpg> . <https://discovery.ucl.ac.uk/id/document/1249645> <http://purl.org/dc/terms/hasPart> <https://discovery.ucl.ac.uk/id/eprint/10119536/5/small.jpg> . <https://discovery.ucl.ac.uk/id/eprint/10119536/5/small.jpg> <http://www.w3.org/2000/01/rdf-schema#label> "small.jpg"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://eprints.org/ontology/hasDocument> <https://discovery.ucl.ac.uk/id/document/1249647> . <https://discovery.ucl.ac.uk/id/document/1249647> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> . <https://discovery.ucl.ac.uk/id/document/1249647> <http://www.w3.org/2000/01/rdf-schema#label> "Federated AI for building AI Solutions across Multiple Agencies (Other)"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/document/1249647> <http://eprints.org/relation/isVersionOf> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/document/1249647> <http://eprints.org/relation/isVolatileVersionOf> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/document/1249647> <http://eprints.org/relation/isIndexCodesVersionOf> <https://discovery.ucl.ac.uk/id/document/1249640> . <https://discovery.ucl.ac.uk/id/document/1249647> <http://eprints.org/ontology/hasFile> <https://discovery.ucl.ac.uk/id/eprint/10119536/6/indexcodes.txt> . <https://discovery.ucl.ac.uk/id/document/1249647> <http://purl.org/dc/terms/hasPart> <https://discovery.ucl.ac.uk/id/eprint/10119536/6/indexcodes.txt> . <https://discovery.ucl.ac.uk/id/eprint/10119536/6/indexcodes.txt> <http://www.w3.org/2000/01/rdf-schema#label> "indexcodes.txt"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10119536> <http://www.w3.org/2000/01/rdf-schema#seeAlso> <https://discovery.ucl.ac.uk/id/eprint/10119536/> . <https://discovery.ucl.ac.uk/id/eprint/10119536/> <http://purl.org/dc/elements/1.1/title> "HTML Summary of #10119536 \n\nFederated AI for building AI Solutions across Multiple Agencies\n\n" . <https://discovery.ucl.ac.uk/id/eprint/10119536/> <http://purl.org/dc/elements/1.1/format> "text/html" . <https://discovery.ucl.ac.uk/id/eprint/10119536/> <http://xmlns.com/foaf/0.1/primaryTopic> <https://discovery.ucl.ac.uk/id/eprint/10119536> .