conftrace_

black box model

13 papers

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Co-occurring keywords

model interpretability (519) feature importance (139) interpretable machine learning (140) model explanation (155) feature attribution (280) domain adaptation (4595) concept-based intervention (1) concept bottleneck model (43) algorithmic bia (44) black-box model (90)

Papers

Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable? NIPS 2024
Learning Performance Maximizing Ensembles with Explainability Guarantees AAAI 2024
Plug-in Language Model: Controlling Text Generation with a Simple Regression Model NAACL 2024
Applied Online Algorithms with Heterogeneous Predictors ICML 2023
Let the CAT out of the bag: Contrastive Attributed explanations for Text EMNLP 2022
Feature Importance Explanations for Temporal Black-Box Models AAAI 2022
Fast Sparse Decision Tree Optimization via Reference Ensembles AAAI 2022
Can Explanations Be Useful for Calibrating Black Box Models? ACL 2022
REST: Performance Improvement of a Black Box Model via RL-Based Spatial Transformation AAAI 2020
Robust and Stable Black Box Explanations ICML 2020
Interpreting Black Box Predictions using Fisher Kernels AISTATS 2019
Meaningful Explanations of Black Box AI Decision Systems AAAI 2019
DALEX: Explainers for Complex Predictive Models in R JMLR 2018