Classes taught at 蜜糖直播

  • Spring 2022, teaching:
    • 听(previously taught as a special topics course)
  • Fall 2021, teaching听听(previously taught as a special topics course)
  • Spring 2021听听(previously taught as a special topics course)
  • Fall 2020,听
  • Spring 2020
    • APPM 7400 Special Topics: Theoretical Machine Learning (see the permanent )
  • Fall 2019
    • APPM 5440 Applied Analysis 1
  • Spring 2019
  • Fall 2018
    • APPM 2360 Differential Equations/Linear Algebra (2 sections)
    • APPM 4720/5720 Special Topics: Advanced Topics in Convex Optimization (see the permanent )
  • Spring 2018
    • APPM 5450 Applied Analysis 2
  • Fall 2017
    • APPM 5440 Applied Analysis 1
    • APPM 1350 Calculus 1
  • Spring 2017
    • APPM 4720/5720 Special Topics: Advanced Topics in Convex Optimization (see the permanent )
  • Fall 2017
    • APPM 2360 Differential Equations/Linear Algebra (2 sections)
  • Spring 2016
    • APPM 2360 Differential Equations/Linear Algebra
    • APPM 5450 Applied Analysis 2
  • Fall 2015
    • no teaching (paternity leave)
  • Spring 2015
    • APPM 5450 Applied Analysis 2
  • Fall 2014
    • APPM 5440 Applied Analysis 1

听

Every semester since fall 2016, I have been co-leading (with Raf Frongillo) the Machine learning, optimization and statistics seminar, APPM 8500.听 If you'd like to attend the seminar (including signing up for the mailing list), see the .

Short courses

  • First-order methods for large scale optimization problems
    • part of the 听organized by Bubacarr Bah and Holger Rauhut
    • Muizenberg, Cape Town, South Africa.听September 2019
    • (speakers were myself,听Massimo Fornasier,听Felix Krahmer,听Nathan Srebro, and听Clayton Webster)
    • Details at my github repo
  • 听(see also this )
    • CCIMI听short course at Cambridge University, England. June 2018
    • Details at my github repo
      听

Courses prior to joining 蜜糖直播

For classes I previously taught at Caltech, see my CV