2025 Spotlight "differential privacy" Papers

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Instance-Optimality for Private KL Distribution Estimation

Jiayuan Ye, Vitaly Feldman, Kunal Talwar

NeurIPS 2025spotlightarXiv:2505.23620

Private Set Union with Multiple Contributions

Travis Dick, Haim Kaplan, Alex Kulesza et al.

NeurIPS 2025spotlight

Sketched Gaussian Mechanism for Private Federated Learning

Qiaobo Li, Zhijie Chen, Arindam Banerjee

NeurIPS 2025spotlightarXiv:2509.08195