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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)

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Learning Auxiliary Fronting with Grammatical Inference., and . CoNLL, page 125-132. ACL, (2006)Distillation of Weighted Automata from Recurrent Neural Networks using a Spectral Approach., and . CoRR, (2020)Identification in the Limit of Substitutable Context-Free Languages., and . ALT, volume 3734 of Lecture Notes in Computer Science, page 283-296. Springer, (2005)A Polynomial Algorithm for the Inference of Context Free Languages., , and . ICGI, volume 5278 of Lecture Notes in Computer Science, page 29-42. Springer, (2008)TAYSIR Competition: Transformer+RNN: Algorithms to Yield Simple and Interpretable Representations., , , , , , and . ICGI, volume 217 of Proceedings of Machine Learning Research, page 275-290. PMLR, (2023)An AI-powered blood test to detect cancer using nanoDSF., , , , , , , , , and 5 other author(s). CoRR, (2020)Distillation of weighted automata from recurrent neural networks using a spectral approach., and . Mach. Learn., 113 (5): 3233-3266 (May 2024)Explaining Black Boxes on Sequential Data using Weighted Automata., , and . ICGI, volume 93 of Proceedings of Machine Learning Research, page 81-103. PMLR, (2018)Learning Strictly Local Subsequential Functions., , and . Trans. Assoc. Comput. Linguistics, (2014)Preface., , , and . Fundam. Informaticae, 146 (4): i-ii (2016)