Reseach Interests
I am studying adversarial attacks on various learning regimes as well as applications of information geometry to modern learning theory.
Some papers
Owen Levin, Zihang Meng, Vikas Singh, Xiaojin Zhu. Fooling Computer Vision into Inferring the Wrong Body Mass Index. In KDD Workshop on Adversarial Learning Methods for Machine Learning and Data Mining, 2019. arXiv:1905.06916 [pdf]
Erin Bossen, Brian Kidd,
Owen Levin, Jonathon Peterson, Jacob Smith, and Kevin Stangl. Upper and Lower Bounds on the Speed of an Excited Random Walk. In Involve 12
pp. 97–115. 2019. arXiv:1707.02969 [Journal Link]