Workshop High-dimensional problems in Statistics, September 2011
Slides of the Wald Lectures 2016: First lecture, Second lecture, Third lecture
Slides of the van Wijngaarden Soiree 2016: Some bias and a pinch of variance
Slides of Lecture at Kick-off-Conference Laboratoire de Probabilités, Statistique et Modélisation 2018: Some concentration results for the Lasso
Slides of 1st Lecture at Georgia Tech (August 31, 2018): Sharp oracle inequalities for non-convex loss
Slides of 2nd Lecture at Georgia Tech (September 4, 2018): Compatibility and the Lasso
Slides of 3rd Lecture at Georgia Tech (September 6, 2018): The debiased Lasso
Slides of Markov lecture (November 5, 2018): Adaptive estimation using regularized empirical risk
Slides of MAD+ lecture (April 29, 2020): Total variation regularization
Slides of one world probability lecture (May 21, 2020): Learning with total variation regularization
Some keywords and phrases
some links
Estimating a function of BOUNDED VARIATION (Animation)
and some gold
the empirical distribution