conftrace_

black-box model

90 papers

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Co-occurring keywords

model explanation (155) large language model (13587) model interpretability (519) knowledge distillation (3725) domain adaptation (4595) local explanation (42) transfer learning (5449) surrogate model (181) in-context learning (1405) model-agnostic explanation (18)

Papers

Black-Box Ripper: Copying black-box models using generative evolutionary algorithms NIPS 2020
What went wrong and when? Instance-wise feature importance for time-series black-box models NIPS 2020
Transparency Promotion with Model-Agnostic Linear Competitors ICML 2020
Towards Interpretation of Pairwise Learning AAAI 2020
REST: Performance Improvement of a Black Box Model via RL-Based Spatial Transformation AAAI 2020
Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble EMNLP 2020
Collective Model Fusion for Multiple Black-Box Experts ICML 2019
Knockoff Nets: Stealing Functionality of Black-Box Models CVPR 2019
Demystifying Black-box Models with Symbolic Metamodels NIPS 2019
Gaining Free or Low-Cost Interpretability with Interpretable Partial Substitute ICML 2019
What made you do this? Understanding black-box decisions with sufficient input subsets AISTATS 2019
Fairwashing: the risk of rationalization ICML 2019
A causal framework for explaining the predictions of black-box sequence-to-sequence models EMNLP 2017
Understanding Black-box Predictions via Influence Functions ICML 2017
Active Learning for Black-Box Semantic Role Labeling with Neural Factors IJCAI 2017