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Papers
Meaningful Explanations of Black Box AI Decision Systems
AAAI 2019
Prior Convictions: Black-box Adversarial Attacks with Bandits and Priors
ICLR 2019
What made you do this? Understanding black-box decisions with sufficient input subsets
AISTATS 2019
DALEX: Explainers for Complex Predictive Models in R
JMLR 2018
Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models
ICLR 2018
A causal framework for explaining the predictions of black-box sequence-to-sequence models
EMNLP 2017
Active Learning for Black-Box Semantic Role Labeling with Neural Factors
IJCAI 2017
Understanding Black-box Predictions via Influence Functions
ICML 2017