Antonio Ribeiro, Thomas Schön, Dave Zachariah, and Francis Bach propose tailored optimization algorithms for the adversarial training of linear models, utilizing iterative ridge regression for regression problems and projected gradient descent for classification problems, based on extended variable reformulations of the original problem.

Authors

• Person: Samuel Tesfazgi, Leonhard Sprandl, Sandra Hirche Organization: AISTATS
  Track: Poster Session 3 - aistats 2026

Sources

• Track: Poster Session 3 - aistats 2026 virtual.aistats.org Samuel Tesfazgi, Leonhard Sprandl, Sandra Hirche · AISTATS via serper

Referenced by nodes (1)

• linear models concept