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Tackling the XAI Disagreement Problem with Regional Explanations.

, , , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 2017-2025. PMLR, (2024)

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Learning with the Set Covering Machine., and . ICML, page 345-352. Morgan Kaufmann, (2001)From PAC-Bayes Bounds to Quadratic Programs for Majority Votes., , and . ICML, page 649-656. Omnipress, (2011)A PAC-Bayes approach to the Set Covering Machine., , and . NIPS, page 731-738. (2005)From PAC-Bayes Bounds to KL Regularization., , , , and . NIPS, page 603-610. Curran Associates, Inc., (2009)Tackling the XAI Disagreement Problem with Regional Explanations., , , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 2017-2025. PMLR, (2024)Bayesian Comparison of Machine Learning Algorithms on Single and Multiple Datasets., , and . AISTATS, volume 22 of JMLR Proceedings, page 665-675. JMLR.org, (2012)A Column Generation Bound Minimization Approach with PAC-Bayesian Generalization Guarantees., , and . AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 1241-1249. JMLR.org, (2016)A Geometric Approach to Learning in Neural Networks, and . Proceedings of the IEEE First International Conference on Neural Networks (San Diego, CA), Piscataway, NJ: IEEE, (1987)Average Case Analysis of the Clipped Hebb Rule for Nonoverlapping Perception Networks., and . COLT, page 151-157. ACM, (1993)Selective Sampling for Classification., , and . Canadian AI, volume 5032 of Lecture Notes in Computer Science, page 191-202. Springer, (2008)