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neural network (1) accuracy trade-off (1) differential accumulated local effect (1) feature effect estimation (1) global explanation method (1) auto-differentiable framework (1) out-of-distribution sampling (1) network regression (1) error dependency (1) robust self-training (1)

Papers

DALE: Differential Accumulated Local Effects for efficient and accurate global explanations ACML 2022 The Implicit Delta Method NeurIPS 2022 Inference for Network Regression Models with Community Structure ICML 2021 Understanding and Mitigating the Tradeoff between Robustness and Accuracy ICML 2020