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Efficient neural network verification and training
Published 2023Subjects: “…Deep learning (Machine learning)…”
Thesis -
3
Learning object-centric representations
Published 2019Subjects: “…Deep learning (Machine learning)…”
Thesis -
4
Generative modelling on constrained manifolds
Published 2024Subjects: “…Deep learning (Machine learning)…”
Thesis -
5
On kernel and feature learning in neural networks
Published 2022Subjects: “…Deep learning (Machine learning)…”
Thesis -
6
Counting with limited supervision
Published 2023Subjects: “…Deep learning (Machine learning)…”
Thesis -
7
Scalable continual deep learning with computational cost considerations
Published 2025Subjects: “…Deep learning (Machine learning)…”
Thesis -
8
Efficient large language models for the NHS and psychiatry
Published 2024Subjects: “…Deep learning (Machine learning)…”
Thesis -
9
Understanding Gaussian noise injections in neural networks
Published 2021Subjects: “…Deep learning (Machine learning)…”
Thesis -
10
High performance deep learning on resource constrained platforms
Published 2021Subjects: “…Deep learning (Machine learning)…”
Thesis -
11
Towards robust machine learning with graph neural networks
Published 2022Subjects: “…Deep learning (Machine learning)…”
Thesis -
12
Generative modelling: addressing open problems in model misspecification and differential privacy
Published 2023Subjects: “…Deep learning (Machine learning)…”
Thesis -
13
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14
Measuring Laser Beams with a Neural Network (Data)
Published 2022Subjects: “…Deep learning (Machine learning)…”
Dataset -
15
Deep Antimicrobial Susceptibility Phenotyping (DASP) Training and Evaluation Dataset, and Trained Models.
Published 2023Subjects: “…Deep learning (Machine learning)…”
Dataset -
16
Deep learning algorithms for predicting association between antibody sequence, structure, and antibody properties
Published 2021Subjects: “…Deep learning (Machine learning)…”
Thesis -
17
Towards efficient and reliable neural networks
Published 2024Subjects: “…Deep learning (Machine learning)…”
Thesis -
18
Towards data-efficient deep learning with meta-learning and symmetries
Published 2023Subjects:Thesis -
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