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Fifth (Virtual) Workshop of the HPDaSc project 26 november 2021 Workshop program 10:00-12:30 (BR) – 14:00-16:30(FR) Opening: workshop overview: Fabio Porto and Patrick Valduriez Short Presentations (30 min) Benjamin Deneu (Inria), Adviser: Alexis Joly: Interpretability of distribution models of plant species communities learned through deep learning Abstract: Convolutional Neural Networks (CNNs) are statistical models suited for learning complex …
First (Virtual) Workshop of the HPDaSc project 22 September 2020 9h-12h30 Rio de Janeiro, 14h-17h30 Montpellier Workshop objective : focus on current joint work (between Brazil and France) and discuss progress Workshop program 09:00 -09:30 (BR)/14:00-14:30 (FR) – Fabio Porto and Patrick Valduriez: Opening: project and workshop overview 09:30 – 9:50 (BR)/14:30 – 14:50 (FR) – …
Fourth (Virtual) Workshop of the HPDaSc project 12 May 2021 Workshop program 08:45-9:00 (BR) – 13:45-14:00(FR) – Fabio Porto and Patrick Valduriez: Opening: workshop overview 09:00-9:30 (BR) – 14:00-14:30(FR) – The Transformer model and relative positional encoding, Antoine Liutkus (Zenith, Inria) In this presentation, I will explain the core ideas of the Transformer model, which …
Tutorial at Brazilian Symposium of Databases (SBBD) 2020 https://sbbd.org.br/2020/tutorial-3/ 29 September 2020, 14h-16h30 Principles of Distributed Database Systems: spotlight on NewSQL Patrick Valduriez The first edition of the book Principles of Distributed Database Systems, co-authored with Prof. Tamer Özsu (University of Waterloo) appeared in 1991 when the technology was new and there were not too …
Second (Virtual) Workshop of the HPDaSc project 23 November 2020 10h-12h00 Rio de Janeiro, 14h-16h00 Montpellier Workshop objective : discuss new opportunities for collaborative research. Workshop program 10:00 – 10:30 / 14:00 – 14:30 Title: E2Clab: Exploring the Computing Continuum through Repeatable, Replicable and Reproducible Edge-to- Cloud Experiments Daniel Rosendo, Alexandru Costan, Gabriel Antoniu, Patrick Valduriez Abstract: Distributed digital …
Sixth Workshop of the HPDaSc project 15 August 2022 LNCC, Petropolis, RJ, Brazil Workshop program 9:00-9:15 – Opening: Fabio Borges, Director of LNCC 9:15-9:30 – Workshop overview: Fabio Porto and Patrick Valduriez 9:30-9:50 – Patrick Valduriez (Inria) – Life Science Data Services (LifeSciDS): motivations and architecture 10:00-10:20 Fabio Porto (LNCC) – Gypscie – ML System for …
Third (Virtual) Workshop of the HPDaSc project 10 December 2020 10h-13h00 Rio de Janeiro, 14h-17h00 Montpellier Workshop objective : discuss new opportunities for collaborative research. Workshop program 10:00 – 10:30 / 14:00 – 14:30 Title: Optimal Re-Materialization Strategies for Heterogeneous Chains: How to Train Deep Neural Networks with Limited Memory, Alena Shilova, Olivier Beaumont, Lionel Eyraud-Dubois, Julien …
Zenith HPDaSc seminar, Monday 7 November 2022, 10h15-11h45 BAT5-01.124, Campus Saint Priest Introduction and welcome Patrick Valduriez Dbfication or Dbfiction in Deep Learning Activities Marta Mattoso COPPE/UFRJ, Rio de Janeiro, Brazil Database management techniques have a lot to contribute to generating and selecting a deep learning model. In this talk, we present current initiatives of the …
