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6G White Paper on Edge Intelligence


Apr 30, 2020
Ella Peltonen, Mehdi Bennis, Michele Capobianco, Merouane Debbah, Aaron Ding, Felipe Gil-Castiñeira, Marko Jurmu, Teemu Karvonen, Markus Kelanti, Adrian Kliks, Teemu Leppänen, Lauri Lovén, Tommi Mikkonen, Ashwin Rao, Sumudu Samarakoon, Kari Seppänen, Paweł Sroka, Sasu Tarkoma, Tingting Yang


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A Survey on Edge Intelligence


Mar 26, 2020
Dianlei Xu, Tong Li, Yong Li, Xiang Su, Sasu Tarkoma, Pan Hui


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Marketplace for AI Models


Mar 03, 2020
Abhishek Kumar, Benjamin Finley, Tristan Braud, Sasu Tarkoma, Pan Hui


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Low-Cost Outdoor Air Quality Monitoring and In-Field Sensor Calibration


Feb 05, 2020
Francesco Concas, Julien Mineraud, Eemil Lagerspetz, Samu Varjonen, Kai Puolamäki, Petteri Nurmi, Sasu Tarkoma


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Privacy-preserving data sharing via probabilistic modelling


Jan 29, 2020
Joonas Jälkö, Eemil Lagerspetz, Jari Haukka, Sasu Tarkoma, Samuel Kaski, Antti Honkela


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A Gap Analysis of Low-Cost Outdoor Air Quality Sensor In-Field Calibration


Dec 13, 2019
Francesco Concas, Julien Mineraud, Eemil Lagerspetz, Samu Varjonen, Kai Puolamäki, Petteri Nurmi, Sasu Tarkoma


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Differentially Private Bayesian Learning on Distributed Data


May 29, 2017
Mikko Heikkilä, Eemil Lagerspetz, Samuel Kaski, Kana Shimizu, Sasu Tarkoma, Antti Honkela

* 13 pages, 7 figures. Modified text, changed algorithm used, included tests on additional dataset, fixed several errors, added proof of asymptotic efficiency to supplement 

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