Hi!
My name is Bolton Bailey.
I am a second.5-year Ph.D. student at UIUC, where I am advised by the venerable Matus Telgarsky (from whom I stole this website layout).
I prove things about neural networks.
During summer of 2019, I am visiting the Simons Institute. Among other things I presented in the Robustness reading group on poisoning
In 2019, I received a NSF Graduate Research Fellowship.
A Gradual, Semi-Discrete Approach to Generative Network Training via Explicit Wasserstein Minimization (With Yucheng Chen, Matus Telgarsky, Chao Zhang, Daniel Hsu, Jian Peng) ICML 2019. (arxiv)
Size-Noise Tradeoffs in Generative Networks (With Matus Telgarsky) NeurIPS 2018 Spotlight. (arxiv) (slides) (video)
Other interests:
The power of shallow networks
Adversarial attacks on neural networks
Deep RL
Statistical Learning Theory (ECE 543): spring 2019
Cooking Basics (at Caltech): 2016-2017