| On efficiently explaining graph-based classifiers X Huang, Y Izza, A Ignatiev, J Marques-Silva arXiv preprint arXiv:2106.01350, 2021 | 40 | 2021 |
| Tractable explanations for d-DNNF classifiers X Huang, Y Izza, A Ignatiev, M Cooper, N Asher, J Marques-Silva Proceedings of the AAAI Conference on Artificial Intelligence 36 (5), 5719-5728, 2022 | 27 | 2022 |
| Efficient explanations for knowledge compilation languages X Huang, Y Izza, A Ignatiev, MC Cooper, N Asher, J Marques-Silva arXiv preprint arXiv:2107.01654, 2021 | 11 | 2021 |
| Feature necessity & relevancy in ML classifier explanations X Huang, MC Cooper, A Morgado, J Planes, J Marques-Silva International Conference on Tools and Algorithms for the Construction and …, 2023 | 10 | 2023 |
| The Inadequacy of Shapley Values for Explainability X Huang, J Marques-Silva arXiv preprint arXiv:2302.08160, 2023 | 10 | 2023 |
| On computing probabilistic abductive explanations Y Izza, X Huang, A Ignatiev, N Narodytska, M Cooper, J Marques-Silva International Journal of Approximate Reasoning 159, 108939, 2023 | 5 | 2023 |
| Solving explainability queries with quantification: The case of feature relevancy X Huang, Y Izza, J Marques-Silva Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 3996-4006, 2023 | 5 | 2023 |
| On Deciding Feature Membership in Explanations of SDD & Related Classifiers X Huang, J Marques-Silva arXiv preprint arXiv:2202.07553, 2022 | 3 | 2022 |
| Bi-Kronecker functional decision diagrams: a novel canonical representation of boolean functions X Huang, K Fang, L Fang, Q Chen, ZR Lai, L Wei Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 2867-2875, 2019 | 3 | 2019 |
| From Decision Trees to Explained Decision Sets X Huanga, J Marques-Silvab 26th European Conference on Artificial Intelligence (ECAI 2023) 372, 1100--1108, 2023 | | 2023 |
| Refutation of Shapley Values for XAI--Additional Evidence X Huang, J Marques-Silva arXiv preprint arXiv:2310.00416, 2023 | | 2023 |
| A Refutation of Shapley Values for Explainability X Huang, J Marques-Silva arXiv preprint arXiv:2309.03041, 2023 | | 2023 |
| Explainability is NOT a Game J Marques-Silva, X Huang arXiv preprint arXiv:2307.07514, 2023 | | 2023 |
| From Robustness to Explainability and Back Again X Huang, J Marques-Silva arXiv preprint arXiv:2306.03048, 2023 | | 2023 |
| Dynamic minimization of bi-kronecker functional decision diagrams X Huang, H Che, L Fang, Q Chen, Q Guan, Y Deng, K Su Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020 | | 2020 |
Joao Marques-SilvaCNRS Research Director, IRIT, CNRS & ANITIVerified email at irit.fr
