Conférences - Reconnaissance de formes et traitement d'image, vision par ordinateur - Canada

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SpicyFL 2020 — NeurIPS-20 Workshop on Scalability, Privacy, and Security in Federated Learning
05 dec 2020 - 12 dec 2020 • Virtual, Canada
In the recent decade, we have witnessed rapid progress in machine learning in general and deep learning in particular, mostly driven by tremendous data. As these intelligent algorithms, systems, and applications are deployed in real-world scenarios, we are now facing new challenges, such as scalability, security, privacy, trust, cost, regulation, and environmental and societal impacts. In the meantime, data privacy and ownership has become more and more critical in many domains, such as finance, health, government, and social networks. Federated learning (FL) has emerged to address data privacy issues. To make FL practically scalable, useful, efficient, and effective on security and privacy mechanisms and policies, it calls for joint efforts from the community, academia, and industry. More challenges, interplays, and tradeoffs in scalability, privacy, and security need to be investigated in a more holistic and comprehensive manner by the community. We are expecting broader, deeper, and greater evolution of these concepts and technologies, and confluence towards holistic trustworthy AI ecosystems. This workshop provides an open forum for researchers, practitioners, and system builders to exchange ideas, discuss, and shape roadmaps towards scalable and privacy-preserving federated learning in particular, and scalable and trustworthy AI ecosystems in general.
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IEEE ICASSP 2021 — IEEE International Conference on Acoustics, Speech and Signal Processing
06 jui 2021 - 12 jui 2021 • Toronto, Canada
IEEE Signal Processing Society
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ICCV 2021 — The International Conference on Computer Vision
11 oct 2021 - 17 oct 2021 • Montreal, Canada
ICCV is the premier international computer vision event comprising the main conference and several co-located workshops and tutorials. With its high quality and low cost, it provides an exceptional value for students, academics and industry researchers.
Identifiant de l'évènement:
Mathematical Statistics and Learning
28 nov 2021 - 03 dec 2021 • Banff Centre in Alberta, Canada
Banff International Research Station for Mathematical Innovation and Discovery (BIRS)
The workshop focuses on the novel mathematical challenges of statistics and machine learning. The spectacular success of machine learning in a wide range of applications opens many exciting theoretical challenges in a number of mathematical fields, including probability, statistics, combinatorics, optimization, and geometry. BIRS will bring together researchers of machine learning and mathematical statistics to discuss these problems. The principal topics include combinatorial statistics, online learning, and deep neural networks.
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ICPR 2022 — 26th International Conference on Pattern Recognition
21 aou 2022 - 25 aou 2022 • Montreal, Canada
International Association for Pattern Recognition (IAPR)
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Dernière mise à jour: 01 Septembre 2020