Contrastive examples allow us to expose correlations between group membership and other seemingly neutral features. We experiment with the equalized odds bias measure on tabular data as well as image data (CelebA and Diversity in Faces datasets). noun The rule of a tyrant in the ancient sense the personal government of one of the Greek tyrants a state or government having an uncontrolled ruler. We show that current generative adversarial networks are a powerful tool for learning these data points, called contrastive examples. I guess I must have mentioned the word tyranny in enough answers and comments that the algorithm caught up with me. See Definitions and Examples Get Word of.
Tyranny examples plus#
We propose to create a balanced training dataset, consisting of the original dataset plus new data points in which the group memberships are intervened, minorities become majorities and vice versa. Answer (1 of 7): Quora requested that I write an answer to this question. Synonyms for TYRANNY: absolutism, autarchy, authoritarianism, autocracy, Caesarism, czarism, despotism, dictatorship. of those who are under it, but for his own private, separate advantage. It is simpler to fit the majority groups as this fit is more important to overall error. As usurpation is the exercise of power which another hath a right to, so. This happens because of the generalization that classifiers have to make. for face recognition, favour groups of individuals that are better represented in the training data.
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