Research
We aim to address the complex and multifaceted issues surrounding the intersection of technology and ethics. As computing continues to transform nearly every aspect of our lives, it is critical to consider the ethical implications of its development and use. We are dedicated to exploring a range of topics, from bias to fairness, sustainability, and digital responsibility. Through our work, we strive to promote a more just and equitable digital future for all.
Research Paper: Effectiveness of Debiasing Techniques: An Indigenous Qualitative Analysis
V. Yogarajan, G. Dobbie, and H. Gouk, “Effectiveness of Debiasing Techniques: An Indigenous Qualitative Analysis,” ICLR Tinypapers, 2023. doi: 10.48550/arXiv.2304.11094. An indigenous perspective on the effectiveness of debiasing techniques for pre-trained...
Poster: Exploring older people’s attitudes and preferences around the use of their routinely collected healthcare data in brain health research in New Zealand
In the poster, we will present the results of a survey conducted with people aged 55 and over currently engaged with health services in Te Whatu Ora Counties Manukau. We explored those people's attitudes and preferences about using their health data in research,...
Research Paper: Data and Model Bias in Artificial Intelligence for Healthcare Applications in New Zealand
V. Yogarajan, G. Dobbie, S. Leitch, T. T. Keegan, J. Bensemann, M. Witbrock, V. Asrani, and D. Reith, “Data and model bias in artificial intelligence for healthcare applications in New Zealand,” Frontiers in Computer Science, vol. 4, 2022. doi:...