Some books, articles, and conference papers I’ve worked on include the following:

• Vinay Uday Prabhu, Matthew McAteer, Ryan Teehan. (2021). SPICEs: Survey Papers as Interactive Cheatsheet Embeddings, ICLR 2021: Rethinking ML Papers, Virtual Only Conference, May 3rd, 2021. https://openreview.net/pdf?id=1sysg9hi3KS . (Project Portal | GitHub | YouTube)
• Steeves, J, Shaabana, A, McAteer, MP. (2020).BitTensor: An Intermodel Intelligence Measure. ArXiv. March 9th, 2020. https://arxiv.org/abs/2003.03917 (Project Main Site | GitHub
• Roberts, N, Prabhu, V, Prabhu, McAteer, MP. (2019). Model Weight Theft with just Noise Inputs: The Curious Case of the Petulant Attacker, ICML 2019: Security and Privacy on Machine Learning (Selected for Spotlight Presentation), Long Beach, CA, June 14th, 2019. https://arxiv.org/abs/1912.08987.
• Xu, J, Yap, DA, Prabhu, V, Prabhu. (2019). On the emergence of sharp minima post adversarial augmentation, ICML 2019: Security and Privacy on Machine Learning, Long Beach, CA, June 14th, 2019. https://icml2019workshop.github.io/. (created the loss landscape scripts for this one)
• Xu, J, Yap, DA, Prabhu, V, Prabhu. (2019). Understanding Adversarial Robustness Through Loss Landscape Geometries, ICML 2019: Uncertainty & Robustness in Deep Learning workshop, Long Beach, CA, Jun 9th, 2019. https://sites.google.com/view/udlworkshop2019/ (created the loss landscape scripts for this one)
• Wang, X., Kastanenka, K. V., Arbel-Ornath, M., Commins, C., Kuzuya, A., Lariviere, A. J., … & Bacskai, B. J. (2018). An acute functional screen identifies an effective antibody targeting amyloid-β oligomers based on calcium imaging. Nature Scientific reports, 8(1), 1-15. (Did wet-lab assay work, APP/PS1 Tg mouse handling, and multi-photon-microscopy work contributing to the publication, but left the lab a year before the publication due to death of a colleague. Thank you Michal Arbel-Ornath (1977-2017) for being a brilliant mentor. The world is a lesser place without you, and I still miss you.. As such, I was not cited in the final paper. )
• Ng, K. S., Smith, J. A., McAteer, M. P., Mead, B. E., Ware, J., Jackson, F. O., … & Reeve, B. (2018). Bioprocess decision support tool for scalable manufacture of extracellular vesicles. Biotechnology and bioengineering, 116(2), 307-319.
• Davidson-Pilon, C., Dillon, J., McAteer, M. P. , Shwe, M., Seybold, B.. (2019). Probabilistic Programming and Bayesian Methods for Hackers (2nd Edition) (Pre-publication chapters found here )

The best way to reach me is at contact at matthewmcateer dot me.