Zhiqi Bu’s Blog
I am currently a PhD student at University of Pennsylvania working on highly multi-disciplinary research. I enjoy researching on machine learning, in particular statistical machine learning, optimization and deep neural networks. My ambition is to develop algorithms and models that are mathematically solid, empirically strong, intuitively simple and highly generalizable.
More about me
Some topics I have worked on:
- Neural network theory
- Differential privacy
- L1 regularization in linear model
- Approximate message passing
- Missing value imputation
- Semi-parametric models
- Adversarial robustness
See the page Categories for the list of topics and page Posts for articles.