research
∙
08/17/2023
Diversifying AI: Towards Creative Chess with AlphaZero
In recent years, Artificial Intelligence (AI) systems have surpassed hum...
share
research
∙
01/12/2023
SemPPL: Predicting pseudo-labels for better contrastive representations
Learning from large amounts of unsupervised data and a small amount of s...
research
∙
12/26/2022
Large Language Models Encode Clinical Knowledge
Large language models (LLMs) have demonstrated impressive capabilities i...
research
∙
12/15/2022
Manifestations of Xenophobia in AI Systems
Xenophobia is one of the key drivers of marginalisation, discrimination,...
research
∙
11/09/2022
Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task
We introduce a challenging decision-making task that we call active acqu...
research
∙
07/21/2022
Detecting and Preventing Shortcut Learning for Fair Medical AI using Shortcut Testing (ShorT)
Machine learning (ML) holds great promise for improving healthcare, but ...
research
∙
04/08/2022
Disability prediction in multiple sclerosis using performance outcome measures and demographic data
Literature on machine learning for multiple sclerosis has primarily focu...
research
∙
01/13/2022
Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet?
Despite recent progress made by self-supervised methods in representatio...
research
∙
11/30/2021
The signature and cusp geometry of hyperbolic knots
We introduce a new real-valued invariant called the natural slope of a h...
research
∙
11/17/2021
Acquisition of Chess Knowledge in AlphaZero
What is learned by sophisticated neural network agents such as AlphaZero...
research
∙
02/03/2021
Fairness for Unobserved Characteristics: Insights from Technological Impacts on Queer Communities
Advances in algorithmic fairness have largely omitted sexual orientation...
research
∙
12/03/2020
Concept-based model explanations for Electronic Health Records
Recurrent Neural Networks (RNNs) are often used for sequential modeling ...
research
∙
09/09/2020