Updated list
For an always updated list of my publications visit my Google Scholar Profile.
New:
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FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout
Samuel Horvath, Stefanos Laskaridis, Mario Almeida, Ilias Leontiadis, Stylianos I. Venieris, Nicholas D. Lane
Accepted as spotlite at NeurIPS’21
Arxiv -
Smart at what cost? Characterising Mobile Deep Neural Networks in the wild Authors
Mario Almeida, Stefanos Laskaridis, Abhinav Mehrotra, Lukasz Dudziak, Ilias Leontiadis, Nicholas D Lane
Accepted at IMC’2021
Arxiv -
It’s always personal: Using Early Exits for Efficient On-Device CNN Personalisation
Ilias Leontiadis, Stefanos Laskaridis, Stylianos I. Venieris, Nicholas D. Lane
Accepted at HotMobile’21
Arxiv