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Is My Neural Net Driven by the MDL Principle?

, , , , , and . ECML/PKDD (2), volume 14170 of Lecture Notes in Computer Science, page 173-189. Springer, (2023)

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Length independent PAC-Bayes bounds for Simple RNNs., , , , , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 3547-3555. PMLR, (2024)Is My Neural Net Driven by the MDL Principle?, , , , , and . ECML/PKDD (2), volume 14170 of Lecture Notes in Computer Science, page 173-189. Springer, (2023)Adversarial Regularization for Explainable-by-Design Time Series Classification., , , , and . ICTAI, page 1079-1087. IEEE, (2020)Leveraging PAC-Bayes Theory and Gibbs Distributions for Generalization Bounds with Complexity Measures., , , , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 3007-3015. PMLR, (2024)Metric Learning in Optimal Transport for Domain Adaptation., , and . IJCAI, page 2162-2168. ijcai.org, (2020)Scheduled for July 2020, Yokohama, Japan, postponed due to the Corona pandemic..A Nearest Neighbor Algorithm for Imbalanced Classification., , , , , and . Int. J. Artif. Intell. Tools, 30 (3): 2150013:1-2150013:27 (2021)Optimal Tensor Transport., , , and . AAAI, page 7124-7132. AAAI Press, (2022)Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound., , , , , , and . NeurIPS, page 455-467. (2021)Fair Text Classification with Wasserstein Independence., , , , and . EMNLP, page 15790-15803. Association for Computational Linguistics, (2023)Fast and Provably Effective Multi-view Classification with Landmark-Based SVM., , and . ECML/PKDD (2), volume 11052 of Lecture Notes in Computer Science, page 193-208. Springer, (2018)