Zobrazeno 1 - 8
of 8
pro vyhledávání: '"Differentiell integritet"'
Variational AutoEncoders and Differential Privacy : balancing data synthesis and privacy constraints
Autor:
Bremond, Baptiste
This thesis investigates the effectiveness of Tabular Variational Auto Encoders (TVAEs) in generating high-quality synthetic tabular data and assesses their compliance with differential privacy principles. The study shows that while TVAEs are better
Externí odkaz:
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-344751
Autor:
Fay, Dominik
The increasing size and complexity of datasets have accelerated the development of machine learning models and exposed the need for more scalable solutions. This thesis explores challenges associated with large-scale machine learning under data priva
Externí odkaz:
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-338979
Autor:
Di Matteo, Davide
Health monitoring devices, such as Fitbit, are gaining popularity both as wellness tools and as a source of information for healthcare decisions. Predicting such wellness goals accurately is critical for the users to make informed lifestyle choices.
Externí odkaz:
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-310847
Autor:
Di Matteo, Davide
Health monitoring devices, such as Fitbit, are gaining popularity both as wellness tools and as a source of information for healthcare decisions. Predicting such wellness goals accurately is critical for the users to make informed lifestyle choices.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::d74b1fe54661d50d4390ae113dd70f2a
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-310847
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-310847
Autor:
Yang, Ruizhi
Recently, a variety of machine learning techniques have been applied to different healthcare sectors, and the results appear to be promising. One such sector is healthcare planning, in which patient data is used to produce statistical models for pred
Externí odkaz:
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-308925
Autor:
Yang, Ruizhi
Recently, a variety of machine learning techniques have been applied to different healthcare sectors, and the results appear to be promising. One such sector is healthcare planning, in which patient data is used to produce statistical models for pred
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::1618012a6e5d53af689edf2f0ad9ecbb
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-308925
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-308925
Autor:
Lundmark, Magnus, Dahlman, Carl-Johan
Privacy has never been more important to maintain in today’s information society. Companies and organizations collect large amounts of data about their users. This information is considered to be valuable due to its statistical usage that provide i
Externí odkaz:
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-209481
Autor:
Lundmark, Magnus, Dahlman, Carl-Johan
Privacy has never been more important to maintain in today’s information society. Companies and organizations collect large amounts of data about their users. This information is considered to be valuable due to its statistical usage that provide i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______681::09a15889da863d7a173048aa93b2ff5e
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-209481
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-209481