Search Results for author: Rasheed el-Bouri

Found 5 papers, 1 papers with code

Turath-150K: Image Database of Arab Heritage

no code implementations1 Jan 2022 Dani Kiyasseh, Rasheed el-Bouri

As a consequence of Turath, we hope to engage machine learning researchers in under-represented regions, and to inspire the release of additional culture-focused databases.

Cultural Vocal Bursts Intensity Prediction Image Classification

Towards Scheduling Federated Deep Learning using Meta-Gradients for Inter-Hospital Learning

no code implementations4 Jul 2021 Rasheed el-Bouri, Tingting Zhu, David A. Clifton

In this work, we aim to utilise patient data extracted from multiple hospital data centres to train a machine learning model without sacrificing patient privacy.

Federated Learning Scheduling +1

Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location

no code implementations ICML 2020 Rasheed el-Bouri, David Eyre, Peter Watkinson, Tingting Zhu, David Clifton

Accurate and reliable prediction of hospital admission location is important due to resource-constraints and space availability in a clinical setting, particularly when dealing with patients who come from the emergency department.

reinforcement-learning Reinforcement Learning (RL)

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