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nearest prototype classifier

3 papers

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Also known as

NPC

Co-occurring keywords · papers mentioning both

adversarial robustness (2) lpips perceptual metric (1) example-based explanation (1) human interpretability (1) hypothesis margin (1) bayesian model criticism (1) robustness certification (1) distance metric (1) maximum mean discrepancy (1) prototype learning (1)

Papers

Provably Adversarially Robust Nearest Prototype Classifiers ICML 2022 Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms NeurIPS 2020 Examples are not enough, learn to criticize! Criticism for Interpretability NeurIPS 2016