Theorem 21.16: the online Perceptron's update rounds satisfy |M| ≤ ∑ₜ fₜ(w⋆) + R‖w⋆‖√(∑ₜ fₜ(w⋆)) + R²‖w⋆‖², and |M| ≤ R²‖w⋆‖² under margin 1

Initializing...

Theorem 21.16: the online Perceptron's update rounds satisfy |M| ≤ ∑ₜ fₜ(w⋆) + R‖w⋆‖√(∑ₜ fₜ(w⋆)) + R²‖w⋆‖², and |M| ≤ R²‖w⋆‖² under margin 1 · Prove2Me