Mechanism construction for ℓ-risk

qif.mechanism.l_risk

Functions

min_loss_given_min_risk(pi: ndarray, n_cols: int, n_guesses: int, min_risk: FloatOrRat, adv_loss: Metric[int, FloatOrRat], loss: Metric[int, FloatOrRat], hard_max_loss: FloatOrRat = inf) → ndarray

max_risk_given_max_loss(pi: ndarray, n_cols: int, n_guesses: int, max_loss: FloatOrRat, adv_loss: Metric[int, FloatOrRat], loss: Metric[int, FloatOrRat], hard_max_loss: FloatOrRat = inf) → ndarray