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local differential privacy

4 papers across 3 sessions

Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Online robust locally differentially private learning for nonparametric regression
#1215 · Chenfei Gu, Qiangqiang Zhang, Ting Li, Jinhan Xie, Niansheng Tang

Poster Session 4

2 papers
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Locally Optimal Private Sampling: Beyond the Global Minimax
#1309 · Hrad Ghoukasian, Bonwoo Lee, Shahab Asoodeh
Online Locally Differentially Private Conformal Prediction via Binary Inquiries
#1215 · Qiangqiang Zhang, Chenfei Gu, Xinwei Feng, Jinhan Xie, Ting Li

Poster Session 5

1 paper
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Time-uniform and Asymptotic Confidence Sequence of Quantile under Local Differential Privacy
#1307 · Leheng Cai, Qirui Hu, Juntao Sun, Shuyuan Wu

In this paper, we develop a novel algorithm for constructing time‑uniform, asymptotic confidence sequences for quantiles under local differential privacy.