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Subsampled Rényi Differential Privacy and Analytical Moments Accountant.

, , and . J. Priv. Confidentiality, (2020)

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Singular value automata and approximate minimization., , and . CoRR, (2017)Hierarchical Methods of Moments., , and . CoRR, (2018)Ethical and social risks of harm from Language Models., , , , , , , , , and 13 other author(s). CoRR, (2021)Methods of Moments for Learning Stochastic Languages: Unified Presentation and Empirical Comparison., , and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 1386-1394. JMLR.org, (2014)Learning Predictive State Representations From Non-Uniform Sampling., , , , and . AAAI, page 3061-3068. AAAI Press, (2018)Mnemonist: Locating Model Parameters that Memorize Training Examples., , , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 1879-1888. PMLR, (2023)Spectral Learning of General Weighted Automata via Constrained Matrix Completion., and . NIPS, page 2168-2176. (2012)Privacy Amplification via Random Check-Ins., , , , and . NeurIPS, (2020)Privacy-Preserving Textual Analysis via Calibrated Perturbations., and . PrivateNLP@WSDM, volume 2573 of CEUR Workshop Proceedings, page 41-42. CEUR-WS.org, (2020)Differentially Private Policy Evaluation., , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 2130-2138. JMLR.org, (2016)