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PAGE: A Simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimization.

, , , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 6286-6295. PMLR, (2021)

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Hongyan Lu

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Co-embedding Attributed Networks.pdf, , , и . Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining - WSDM '19, Melbourne VIC, Australia, ACM Press, (2019)Towards Efficient and Domain-Agnostic Evasion Attack with High-Dimensional Categorical Inputs., , , , и . AAAI, стр. 6753-6761. AAAI Press, (2023)Attackability Characterization of Adversarial Evasion Attack on Discrete Data., , , , , , и . KDD, стр. 1415-1425. ACM, (2020)PAGE: A Simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimization., , , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 6286-6295. PMLR, (2021)Towards Understanding the Robustness Against Evasion Attack on Categorical Data., , , , и . ICLR, OpenReview.net, (2022)Co-Embedding Attributed Networks., , , и . WSDM, стр. 393-401. ACM, (2019)AdvCat: Domain-Agnostic Robustness Assessment for Cybersecurity-Critical Applications with Categorical Inputs., , , , , , , , и . IEEE Big Data, стр. 1060-1069. IEEE, (2022)