For my PhD project, I research explainable agents and how they can adapt their explanations to a specific user based on physiological data and social cues. This could, for instance, mean finding out when to explain or how to find the right level of detail for an...
The current focus of my PhD is on scenarios involving multi-agent interactions between both humans and artificial agents. Technically, my interests lie in the intersection of reinforcement and reward learning, game theory, and symbolic approaches to AI. ...
My PhD project is about improving the robustness and transparency of black box machine learning (ML) models. We are planning to do that by making ML models respect imparted and discovered causal knowledge to then use this as the basis of argumentative...
My PhD project focuses on the exploration and analysis of natural language texts, specifically of philosophical debates on society’s ethical and moral issues, through argument schemes and critical questions. The aim is to develop a new corpus which will enable...
My PhD project focuses on verification of AI systems, in particular neural networks. Nowadays, a broad variety of systems employ AI algorithms to perform certain tasks. However, these models do not lend themselves to traditional verification methods, and for some...
I focus on developing new methods to provide provable formal guarantees on neural network behaviour. Specifically, I have interests in geometric robustness and Lipschitz-based local and global robustness for neural network verification. While a standalone PhD is...
My PhD project is about developing human-in-the-loop explainability framework for CNNs. My final year project during undergraduate studies motivated me to pursue a career in the field of interpretable or explainable AI. This CDT program brings out the aspect...
I am a PhD Candidate at Imperial College London with a studentship at the Alan Turing Institute. I am passionate about the social impact of artificial intelligence. My current research is focused on evaluating the impact of recommender algorithms on social media,...
My background is in pure math and I’m excited to combine it with philosophy and psychology in my PhD. In particular, I am interested in psychology-inspired AI. Insight into Theory of Mind, decision-making, reasoning, learning and language understanding in humans can...
Undergraduate Qualification: BSc in Computer Science, University of Vienna Masters Qualification: MSc in Computing (AI Specialism), Imperial College London In my PhD I am trying to combine subsymbolic (e.g. neural networks) and symbolic AI...
Undergraduate Qualification: BA in Sociology and Social Policy, Charles University Masters Qualification: Big Data and Digital Futures, University of Warwick My PhD project focuses on the interaction between AI systems and users. In particular, I am interested...
Undergraduate Qualification: BSc in Physics, Imperial College London Masters Qualification: Masters in Robotics and Computation, University College London My PhD project explores the evolution of many body systems (crowds, swarms, particles etc). I aim to...