基本信息
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职业迁徙
个人简介
I am a Lecturer (Pūkenga) in Artificial Intelligence (AI) at Te Herenga Waka—Victoria University of Wellington, Aotearoa/New Zealand. I’m a born-and-bred Wellingtonian. My exhaustive academic CV is here.
Research
My core research interests centre around the use of Evolutionary Computation (EC) for unsupervised learning tasks and applications, particularly with a focus on explainability/interpretability of the learned models. After all, unsupervised learning is all about discovering underlying patterns in data — and what use is such a discovery if we cannot easily understand it?
I am also interested in the application of AI within an Aotearoa context. AI is seeing rapid utilisation in governmental and industrial applications on tasks that will affect our everyday lives. It is critical that AI techniques are deployed carefully: in collaboration with Māori, based on Mātauranga Māori, with the presevation of data sovereignty.
Research
My core research interests centre around the use of Evolutionary Computation (EC) for unsupervised learning tasks and applications, particularly with a focus on explainability/interpretability of the learned models. After all, unsupervised learning is all about discovering underlying patterns in data — and what use is such a discovery if we cannot easily understand it?
I am also interested in the application of AI within an Aotearoa context. AI is seeing rapid utilisation in governmental and industrial applications on tasks that will affect our everyday lives. It is critical that AI techniques are deployed carefully: in collaboration with Māori, based on Mātauranga Māori, with the presevation of data sovereignty.
研究兴趣
论文共 44 篇作者统计合作学者相似作者
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arxiv(2024)
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arxiv(2024)
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arxiv(2023)
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Zenodo (CERN European Organization for Nuclear Research) (2023)
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PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, GECCO 2023pp.393-401, (2023)
IEEE Transactions on Evolutionary Computationno. 3 (2023): 621-641
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2022 IEEE Congress on Evolutionary Computation (CEC)pp.01-08, (2022)
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