Paper "explainable ai" Papers
10 papers found
Accelerating the Global Aggregation of Local Explanations
Alon Mor, Yonatan Belinkov, Benny Kimelfeld
AAAI 2024paperarXiv:2312.07991
6
citations
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles
Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer et al.
AAAI 2024paperarXiv:2401.12069
29
citations
CGS-Mask: Making Time Series Predictions Intuitive for All
Feng Lu, Wei Li, Yifei Sun et al.
AAAI 2024paperarXiv:2312.09513
1
citations
Enhance Sketch Recognition’s Explainability via Semantic Component-Level Parsing
Guangming Zhu, Siyuan Wang, Tianci Wu et al.
AAAI 2024paperarXiv:2312.07875
2
citations
Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals
Patrick Altmeyer, Mojtaba Farmanbar, Arie Van Deursen et al.
AAAI 2024paperarXiv:2312.10648
Gaussian Process Neural Additive Models
Wei Zhang, Brian Barr, John Paisley
AAAI 2024paperarXiv:2402.12518
11
citations
Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning
Tom Nuno Wolf, Fabian Bongratz, Anne-Marie Rickmann et al.
AAAI 2024paperarXiv:2312.09783
8
citations
Learning Performance Maximizing Ensembles with Explainability Guarantees
Vincent Pisztora, Jia Li
AAAI 2024paperarXiv:2312.12715
Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA
Chengen Lai, Shengli Song, Shiqi Meng et al.
AAAI 2024paperarXiv:2312.13594
9
citations
Using Stratified Sampling to Improve LIME Image Explanations
Muhammad Rashid, Elvio G. Amparore, Enrico Ferrari et al.
AAAI 2024paperarXiv:2403.17742
7
citations