NeurIPS Spotlight "differential privacy" Papers

4 papers found

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Conference

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Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Instance-Optimality for Private KL Distribution Estimation

Jiayuan Ye, Vitaly Feldman, Kunal Talwar

NeurIPS 2025spotlightarXiv:2505.23620

Private Hyperparameter Tuning with Ex-Post Guarantee

Badih Ghazi, Pritish Kamath, Alexander Knop et al.

NeurIPS 2025spotlightarXiv:2508.15183

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