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University of Bath, Centre for Accountable, Responsible and Transparent AI PhD Projects, Programmes & Scholarships

We have 39 University of Bath, Centre for Accountable, Responsible and Transparent AI PhD Projects, Programmes & Scholarships

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Centre for Accountable, Responsible and Transparent AI  University of Bath

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We have 39 University of Bath, Centre for Accountable, Responsible and Transparent AI PhD Projects, Programmes & Scholarships

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Understanding large language models

Large language models such as GPT and FLAN are increasingly being used as a foundation in a number of AI applications. They are created by training a machine learning architecture known as a “Transformer” on very large amounts of natural text. Read more

Explainability in Extreme Classification

Classification of data to a few relevant categories selected from an extremely large number of all possible labels, also referred to as Extreme Classification, has found numerous applications including recommendation systems, information retrieval and Question-Answering. Read more

Enhancing ultrasound images using physics-based AI for accurate measurement of blood velocity within the heart

Cardiovascular diseases are the leading cause of death globally with 18 million deaths/year. Ultrasound is an inexpensive, non-invasive imaging technique without ionising radiation and so is widely used in many fields of medicine. Read more

Accountable and responsible automation of craft manufacturing processes

Manufacturing is an obvious domain for the adoption of advanced AI methods. Already, convolutional neural networks are used for image classification to improve quality control and reinforcement learning is used to increase efficiency on production lines. Read more

Contract Design via Smart Contracts

Algorithmic contract theory is a new research field aiming to align the well-established field of contract theory with the new reality of cryptocurrency-based contracts. Contracts of all types facilitate trust and cooperation among various entities including in multi-agent settings where agents operate in uncertain conditions by employing various AI techniques. Read more

Decoding Speech using Invasive Brain-Computer Interfaces

For individuals who have impaired speech or complete loss of speech as a result of neurodegenerative diseases such as motor neurone disease (MND) or amyotrophic lateral sclerosis (ALS), there is an urgent need to develop revolutionary technologies using the latest advances in automatic speech recognition (ASR) and brain signal processing (BSP). Read more

Transparency in neural ordinary differential equations

Neural ordinary differential equations (neural ODEs) are a relatively recent development (. https://arxiv.org/abs/1806.07366). in the field of machine learning, where the hidden state dynamics of certain neural network architectures can be reformulated as numerical solutions of a differential equation. Read more

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