[I'm currently applying for PhD in machine learning starting at Fall 2024!!!]

Greetings!

I am currently pursuing my Masters degree at Northwestern University advised by Prof. Han Liu. My research interest lies in developing theoretical foundations for modern machine learning methods. Specifically, I am motivated to develop the theory behind foundational principles that can be used to evaluate or explain novel ML paradigms. Recently, I am interested in the following questions:

  • How much information can a neural network memorize?
  • Associative memory models
  • The sparsity in neural networks
  • The data geometry of representation learning

Email: hibb@u.northwestern.edu
Publications / Google Scholar / CV

Last updated Dec 1, 2023