Avrham P Ruderman
I am a PhD student at the College of Computer Science and Engineering, Autralian National University and at the Machine Learning Research Group, NICTA.
- Feature learning, particularly computational aspects.
- Unsupervised learning, particularly how it can help supervised learning.
- Estimation of f-divergences.
- Statitical learning theory.
Tighter Variational Representations of f-Divergences via Restriction to Probability Measures
This paper is about empirically estimating the f-divergence between two distributions.