Bayesian and Hyperparameter Optimizaiton
I work on hyperparameter optimization at Google, especially prompt optimization.Areas of Interest
- Hyperparameter Optimization
- Bayesian Methods (Gaussian Process, Bayesian Deep Learning, Sampling Methods)
- Theoretical Deep Learning and Statistical Learning Theory
- Phylogenetic Tree Reconstruction
- Randomized Linear Algebra (Sketching, Dimension Reduction)