/Optimization4DS

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Optimization4DS

Repo de la asignatura Optimization for Data Science que forma parte del M2 en Data Saience de la universidad Paris sacalay

Moodle de la asignatura

Calendario

Date Time Who Room
17/09/18 08:30 - 12:30 R + TAs B312
24/09/18 08:30 - 12:30 R + TAs B312
01/10/18 08:30 - 12:30 R + A + TAs B312 (Lab 1st order method)
08/10/18 08:30 - 12:30 R + TAs B312
15/10/18 08:30 - 12:30 R + TAs B312
22/10/18 08:30 - 12:30 R + A + TAs B312 (Lab stochastic)
05/11/18 08:30 - 12:30 M B312 (Coordinate descent) (Alex not here)
12/11/18 08:30 - 12:30 A + TAs B312 (Quadratic Pbs, 1/2 Lab on Coordinate Descent)
19/11/18 08:30 - 12:30 P B312 (Newton methods + 1/2 Lab on Newton and quasi-Newton) (Alex not here)
26/11/18 08:30 - 12:30 A B312 (Beyond convex problems)
03/12/18 08:30 - 12:30 Exam B312

Practicas

  1. First order methods codigo
  2. Stochastic methods
  3. Coordinate Descent
  4. Newton & quasi-Newton