Warm-up

  • Name, area, and ideas you might have for class research project

Logistics

  • “Away” this Weds-Fri
  • Xinran office hours
  • Research paper timeline
    • Reaction paper - March 15
    • Project proposal - March 22
    • Progress report - April 12
    • Draft report - May 3
    • Peer review - May 10
    • Final report - May 24

Additional optimization ideas

  • Stationary iterations with noise
  • Stochastic gradient descent
  • Scaled descent methods (Newton and company, Gauss-Newton, BFGS)
  • Krylov, acceleration, and extrapolation (if time)
  • Line search and globalization (if time)

Activity (submit a notebook or PDF for points)

2021-02-23 notebook