1, Identifying relevant variables: PCA and ICA (nice, clear illustration juxtaposing PCA and ICA)

2, High-dimensional regression with unknown variance

3, Properties and applications of Fisher distribution on the rotation group

4, High-Dimensional Problems in Statistics

5, Statistical topology via Morse theory, persistence and nonparametric estimation

6, A statistical approach to persistent homology

7, Computational Methods in Applied Sciences