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Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks.

, , , , and . AAAI, page 8861-8869. AAAI Press, (2023)

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Sampling Without Compromising Accuracy in Adaptive Data Analysis., , and . ALT, volume 117 of Proceedings of Machine Learning Research, page 297-318. PMLR, (2020)Differential Privacy for Bayesian Inference through Posterior Sampling., , , , and . J. Mach. Learn. Res., (2017)Fast Manifold Landmarking Using Locality-Sensitive Hashing., , and . PAKDD (3), volume 10939 of Lecture Notes in Computer Science, page 452-464. Springer, (2018)Exploiting Worker Correlation for Label Aggregation in Crowdsourcing., , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 3886-3895. PMLR, (2019)Strategic Mitigation Against Wireless Attacks on Autonomous Platoons., , , and . ECML/PKDD (4), volume 12978 of Lecture Notes in Computer Science, page 69-84. Springer, (2021)On the Differential Privacy of Bayesian Inference., , and . CoRR, (2015)A Targeted Attack on Black-Box Neural Machine Translation with Parallel Data Poisoning., , , , , and . WWW, page 3638-3650. ACM / IW3C2, (2021)Principled Graph Matching Algorithms for Integrating Multiple Data Sources., , and . CoRR, (2014)Sub-Merge: Diving Down to the Attribute-Value Level in Statistical Schema Matching., and . AAAI, page 1791-1797. AAAI Press, (2015)Invertible Concept-based Explanations for CNN Models with Non-negative Concept Activation Vectors., , , , and . AAAI, page 11682-11690. AAAI Press, (2021)