Neil G. Marchant
Postdoctoral Researcher · School of Computing and Information Systems · University of Melbourne

I am a postdoctoral researcher in the Artificial Intelligence group at the University of Melbourne. Before that, I completed a PhD at the University of Melbourne under the guidance of Ben Rubinstein and Rebecca Steorts (at Duke University).
I research topics in machine learning and databases, including data integration, human-in-the-loop systems, and adversarial machine learning. I’m a strong believer in the benefits of reproducible research, and strive to release open source code.
news
Jul 29, 2022 | As a finalist for the Savage Award 2022, I was invited to present research from my PhD thesis at ISBA 2022. A recording of the presentation is available here. |
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Feb 28, 2022 | I presented our work on attacking machine unlearning at AAAI 2022. A pre-recorded video of the talk is available on YouTube. |
Aug 17, 2021 | I presented our work on label-efficient online evaluation at KDD 2021. A pre-recorded version of the talk is available at the ACM DL. |
May 15, 2021 | Our paper on label-efficient online evaluation has been accepted for presentation at KDD 2021. |
Feb 28, 2021 | I started a new position as a Postdoctoral Research Fellow at the University of Melbourne working on adversarial machine learning. |