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Detecting Irrelevant Subtrees to Improve Probabilistic Learning from Tree-structured Data.

, , and . Fundam. Informaticae, 66 (1-2): 103-130 (2005)

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Theoretical Analysis of Domain Adaptation with Optimal Transport., , and . ECML/PKDD (2), volume 10535 of Lecture Notes in Computer Science, page 737-753. Springer, (2017)Algorithmic Robustness for Semi-Supervised (ε, γ, τ) -Good Metric Learning., , , , and . ICONIP (1), volume 9489 of Lecture Notes in Computer Science, page 253-263. Springer, (2015)Multi-relational Data Mining in Medical Databases., , and . AIME, volume 2780 of Lecture Notes in Computer Science, page 365-374. Springer, (2003)Learning Rational Stochastic Tree Languages., and . ALT, volume 4754 of Lecture Notes in Computer Science, page 242-256. Springer, (2007)Learning Rational Stochastic Languages., , and . COLT, volume 4005 of Lecture Notes in Computer Science, page 274-288. Springer, (2006)Correction of Uniformly Noisy Distributions to Improve Probabilistic Grammatical Inference Algorithms., , and . FLAIRS, page 493-498. AAAI Press, (2005)Melody Recognition with Learned Edit Distances., , , and . SSPR/SPR, volume 5342 of Lecture Notes in Computer Science, page 86-96. Springer, (2008)Theoretical Analysis of Domain Adaptation with Optimal Transport., , and . CoRR, (2016)Joint Semi-supervised Similarity Learning for Linear Classification., , , and . ECML/PKDD (1), volume 9284 of Lecture Notes in Computer Science, page 594-609. Springer, (2015)Length independent PAC-Bayes bounds for Simple RNNs., , , , , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 3547-3555. PMLR, (2024)