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AdaNet: Adaptive Structural Learning of Artificial Neural Networks

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Mehryar Rakhsha

Wilhelm Mohri

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Mineko Mohri

Katja Hanna Helene Möhring

 

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Structural Online Learning., и . ALT, том 9925 из Lecture Notes in Computer Science, стр. 223-237. (2016)Pseudonorm Approachability and Applications to Regret Minimization., , , , и . ALT, том 201 из Proceedings of Machine Learning Research, стр. 471-509. PMLR, (2023)Generic e-Removal and Input e-Normalization Algorithms for Weighted Transducers.. Int. J. Found. Comput. Sci., 13 (1): 129-143 (2002)Corporate learning at scale: lessons from a large online course at google., , , , , , и . L@S, стр. 187-188. ACM, (2014)Edit-Distance Of Weighted Automata: General Definitions And Algorithms.. Int. J. Found. Comput. Sci., 14 (6): 957-982 (2003)Competing with Automata-based Expert Sequences., и . AISTATS, том 84 из Proceedings of Machine Learning Research, стр. 1732-1740. PMLR, (2018)Online Learning with Abstention., , , , и . ICML, том 80 из Proceedings of Machine Learning Research, стр. 1067-1075. PMLR, (2018)Adaptation Algorithm and Theory Based on Generalized Discrepancy., , и . KDD, стр. 169-178. ACM, (2015)3-Way Composition of Weighted Finite-State Transducers., и . CIAA, том 5148 из Lecture Notes in Computer Science, стр. 262-273. Springer, (2008)Margin-Based Ranking Meets Boosting in the Middle., , , и . COLT, том 3559 из Lecture Notes in Computer Science, стр. 63-78. Springer, (2005)