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High Dimensional Differentially Private Stochastic Optimization with Heavy-tailed Data., , , и . CoRR, (2021)High Dimensional Differentially Private Stochastic Optimization with Heavy-tailed Data., , , и . PODS, стр. 227-236. ACM, (2022)Differentially Private Natural Language Models: Recent Advances and Future Directions., , , и . EACL (Findings), стр. 478-499. Association for Computational Linguistics, (2024)A Hopfieldian View-based Interpretation for Chain-of-Thought Reasoning., , , , , , , , и . CoRR, (2024)Faithful Vision-Language Interpretation via Concept Bottleneck Models., , , , и . ICLR, OpenReview.net, (2024)Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs., , , , , , , и . CoRR, (2024)Faster Rates of Differentially Private Stochastic Convex Optimization., , и . J. Mach. Learn. Res., (2024)Rate-Compatible Puncturing and Shortening of Short PAC Codes for 6G URLLC., , , , и . SPAWC, стр. 301-305. IEEE, (2023)Finite Sample Guarantees of Differentially Private Expectation Maximization Algorithm., , , , , и . ECAI, том 372 из Frontiers in Artificial Intelligence and Applications, стр. 2435-2442. IOS Press, (2023)Privacy-preserving Sparse Generalized Eigenvalue Problem., , , и . AISTATS, том 206 из Proceedings of Machine Learning Research, стр. 5052-5062. PMLR, (2023)