Discovery Early Career Researcher Award - Grant ID: DE230101033

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DE230101033

Funding Status
Active

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Funded Activity Summary

Scalable and Lightweight On-Device Recommender Systems. This project aims to address the resource-intensive and non-resilient nature of existing cloud-based personalised recommendation services. This project expects to generate new knowledge in the intersection of on-device machine learning and recommender systems. The expected outcomes include a novel auto-deployment platform that can efficiently customise a model for each user device's configuration, supporting on-device recommendation and model updates with tiny computational footprints. The benefits of these outcomes will position Australia at the forefront of AI and give numerous businesses the tools needed to deploy innovative business systems with a secure and cost-effective advantage.

Funded Activity Details

Start Date: 01-07-2023

End Date: 30-06-2026

Funding Scheme: Discovery Early Career Researcher Award

Funding Amount: $420,154.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Recommender systems | Information systems organisation and management | Data mining and knowledge discovery | Data management and data science

ANZSRC Socio-Economic Objective (SEO)

Other Keywords

Artificial Intelligence | Data management and data science | Data mining and knowledge discovery | Information Systems | Information systems organisation and management | Recommender systems

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