A subset of tutorials I have given in various venues

Two-layer neural networks

  • Cargese, 2018

Statistical mechanics and algorithms on sparse and random graphs

  • Brazil School of Probability, 2008

  • Symposium on the Theory of Computer Science (STOC), 2010

  • Seminar on Stochastic Processes, Duke 2012

  • St. Flour Lectures on Probability Theory and Statistics, 2013

Graphical models

Statistical estimation: From denoising to compressed sensing

  • Les Houches School, 2013