Neil G. Marchant
Postdoctoral Research Fellow · School of Computing and Information Systems · University of Melbourne
I am a postdoctoral researcher in the Artificial Intelligence group at the University of Melbourne. I completed my PhD at the University of Melbourne under the guidance of Ben Rubinstein and Rebecca Steorts (at Duke University).
My research interests span machine learning, security and databases. Recently I have been working on identifying vulnerabilities and improving the robustness of machine learning in adversarial settings. I also maintain an interest in data integration and statistical evaluation, which was the focus of my PhD.
News
Sep 21, 2023 | Our paper on certified robustness for bounded edit distance perturbations was accepted at NeurIPS 2023. |
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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. |
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. |