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COMPUTER SCIENCE

Porto de Mós - Leiria

Descrição da oferta de emprego

Algorithms for Federated Anomaly Detection over Data Streams.
(i) stream-based algorithms definition and implementation in the federated framework; (ii) distributed learning with computational and energy constraints; (iii) compliance with privacy regulations and best practices.
- ?Implementation of evaluation techniques for data streams and federated learning.
(i) statistical metrics; (ii) system metrics.
- Writing articles for journals or conferences.
Academic Qualifications Master in Informatics or similar area Minimum profile required - Strong knowledge in federated learning.- Knowledge in data streams, online learning e anomaly detection.- Experience with Python, River, and Flower framework.
Preference factors Proven experience in federated learning, demonstrated by publications in conferences and journals.
Application Period Since 07 Nov to 20 Nov [Open soon] Centre Artificial Intelligence and Decision Support Scientific Advisor João Gama
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Detalhes da oferta

Empresa
  • INESC TEC
Localidade
Endereço
  • Indeterminado - Indeterminado
Data de publicação
  • 06/11/2024
Data de expiração
  • 04/02/2025
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