Classical high dimensional tools [notes]
Random Matrix theory on likelihood ratio test [notes]
Knockoff statistic (play with shiny app link ) [notes]
Low rank matrix estimation [notes]
High dimensional time series, graphical model [notes]
Conformal [notes1] [notes2]
Derivative estimation using GP [notes]
Nonparametric classification [notes]