NeurIPS 2025 "differential privacy" Papers
17 papers found
A Generalized Binary Tree Mechanism for Private Approximation of All-Pair Shortest Distances
Zongrui Zou, Chenglin Fan, Michael Dinitz et al.
NeurIPS 2025poster
1
citations
An Iterative Algorithm for Differentially Private $k$-PCA with Adaptive Noise
Johanna Düngler, Amartya Sanyal
NeurIPS 2025posterarXiv:2508.10879
Controlling The Spread of Epidemics on Networks with Differential Privacy
Dũng Nguyen, Aravind Srinivasan, Renata Valieva et al.
NeurIPS 2025posterarXiv:2506.00745
Differentially Private Bilevel Optimization: Efficient Algorithms with Near-Optimal Rates
Andrew Lowy, Daogao Liu
NeurIPS 2025posterarXiv:2506.12994
1
citations
Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix
Ming Wen, Jiaqi Zhu, Yuedong Xu et al.
NeurIPS 2025posterarXiv:2507.09990
Differential Privacy for Euclidean Jordan Algebra with Applications to Private Symmetric Cone Programming
Zhao Song, Jianfei Xue, Lichen Zhang
NeurIPS 2025posterarXiv:2509.16915
Do You Really Need Public Data? Surrogate Public Data for Differential Privacy on Tabular Data
Shlomi Hod, Lucas Rosenblatt, Julia Stoyanovich
NeurIPS 2025posterarXiv:2504.14368
1
citations
Instance-Optimality for Private KL Distribution Estimation
Jiayuan Ye, Vitaly Feldman, Kunal Talwar
NeurIPS 2025spotlightarXiv:2505.23620
Multi-Class Support Vector Machine with Differential Privacy
Jinseong Park, Yujin Choi, Jaewook Lee
NeurIPS 2025posterarXiv:2510.04027
Nearly-Linear Time Private Hypothesis Selection with the Optimal Approximation Factor
Maryam Aliakbarpour, Zhan Shi, Ria Stevens et al.
NeurIPS 2025posterarXiv:2506.01162
Online robust locally differentially private learning for nonparametric regression
Chenfei Gu, Qiangqiang Zhang, Ting Li et al.
NeurIPS 2025poster
Optimal Best Arm Identification under Differential Privacy
Marc Jourdan, Achraf Azize
NeurIPS 2025posterarXiv:2510.17348
Optimal Regret of Bandits under Differential Privacy
Achraf Azize, Yulian Wu, Junya Honda et al.
NeurIPS 2025poster
Private Continual Counting of Unbounded Streams
Ben Jacobsen, Kassem Fawaz
NeurIPS 2025posterarXiv:2506.15018
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
Unifying Re-Identification, Attribute Inference, and Data Reconstruction Risks in Differential Privacy
Bogdan Kulynych, Juan Gomez, Georgios Kaissis et al.
NeurIPS 2025posterarXiv:2507.06969
3
citations