black-box-model 9 interpretable-machine-learning 3 black-box 2 lime 2 local-explanations 2 machine-learning 2 xai 2 shap 2 surrogate-models 2 shapley-additive-explanations 1 conference 1 black-box-attacks 1 attack-model 1 adversarial-examples 1 adversarial-attacks 1 explainable-ai 1 classification 1 categorical-data 1 transfer-learning 1 synthetic-images 1 mixup 1 knowledge-distillation 1 generative-model 1 few-shot-learning 1 few-shot-classification 1 few-shot 1 deep-learning 1 interpretable-ml 1 interpretability 1 feature-importance 1 explainable-machine-learning 1 explainability 1 talk-slides 1 talk-notes 1 talk-materials 1 talk 1 model-inversion-attacks 1 model-inversion-attack 1 model-inversion 1 model-extraction 1 model-attack 1 fast-track 1 evasion-attacks 1 evasion-attack 1 conference-talk 1 data-generation 1 visualization 1 r 1 partial-dependence-plot 1 partial-dependence-function 1 transparency-trade-off 1 regulatory-compliance 1 post-hoc-explanation 1 post-hoc-analysis 1 performance-trade-off 1 neural 1 model-specific-explanations 1 model-agnostic-explanations 1 knowledge-graph 1 inherently-interpretable-models 1 human-ai-interaction 1 human-ai-collaboration 1 global-explanation 1 counterfactual-explanations 1 data-augmentation 1 cvae 1 conditional-variational-autoencoder 1 computer-vision 1 tabular-data 1 generative-adversarial-network 1 understanding-neural-networks 1 influence-functions 1 influence 1 blackbox 1 science 1 optimization 1 nonlinear-optimization 1 nonlinear 1 mathematics 1 global-optimization 1 clustering-algorithm 1 black-box-optimization 1