conftrace_

public datum

17 papers

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Co-occurring keywords

differential privacy (1016) sample complexity (1169) synthetic datum (765) decision tree (322) private learning (28) local differential privacy (73) private datum (3) query release (7) generalized linear model (138) statistical estimation (108)

Papers

Public Data Assisted Differentially Private In-Context Learning EMNLP 2025
Joint Selection: Adaptively Incorporating Public Information for Private Synthetic Data AISTATS 2024
Optimal Locally Private Nonparametric Classification with Public Data JMLR 2024
Oracle-Efficient Differentially Private Learning with Public Data NIPS 2024
In-distribution Public Data Synthesis with Diffusion Models for Differentially Private Image Classification CVPR 2024
Public-data Assisted Private Stochastic Optimization: Power and Limitations NIPS 2024
Decision Tree for Locally Private Estimation with Public Data NIPS 2023
Generalized Linear Models in Non-interactive Local Differential Privacy with Public Data JMLR 2023
Effectively Using Public Data in Privacy Preserving Machine Learning ICML 2023
Public Data-Assisted Mirror Descent for Private Model Training ICML 2022
Private Estimation with Public Data NIPS 2022
Using Public Data to Predict Demand for Mobile Health Clinics AAAI 2022
Leveraging Public Data for Practical Private Query Release ICML 2021
Learning from Mixtures of Private and Public Populations NIPS 2020
Private Query Release Assisted by Public Data ICML 2020
Limits of Private Learning with Access to Public Data NIPS 2019
Splinter: Practical Private Queries on Public Data NSDI 2017