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VideoSense at TRECVID 2011: Semantic Indexing from Light Similarity Functions-based Domain Adaptation with Stacking., , , , , , , , , и . TRECVID, National Institute of Standards and Technology (NIST), (2011)Landmark-Based Ensemble Learning with Random Fourier Features and Gradient Boosting., , , , , , и . ECML/PKDD (3), том 12459 из Lecture Notes in Computer Science, стр. 141-157. Springer, (2020)Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound., , , , , , и . NeurIPS, стр. 455-467. (2021)A PAC-Bayes Analysis of Adversarial Robustness., , , и . NeurIPS, стр. 14421-14433. (2021)A general framework for the practical disintegration of PAC-Bayesian bounds., , , и . Mach. Learn., 113 (2): 519-604 (февраля 2024)Pseudo-Bayesian Learning with Kernel Fourier Transform as Prior., , и . AISTATS, том 89 из Proceedings of Machine Learning Research, стр. 768-776. PMLR, (2019)Metric Learning from Imbalanced Data., , , и . ICTAI, стр. 923-930. IEEE, (2019)Self-bounding Majority Vote Learning Algorithms by the Direct Minimization of a Tight PAC-Bayesian C-Bound., , , и . ECML/PKDD (2), том 12976 из Lecture Notes in Computer Science, стр. 167-183. Springer, (2021)Leveraging PAC-Bayes Theory and Gibbs Distributions for Generalization Bounds with Complexity Measures., , , , и . AISTATS, том 238 из Proceedings of Machine Learning Research, стр. 3007-3015. PMLR, (2024)A Theoretically Grounded Extension of Universal Attacks from the Attacker's Viewpoint., , , , , и . ECML/PKDD (4), том 14944 из Lecture Notes in Computer Science, стр. 283-300. Springer, (2024)