Aim High, Stay Private: Differentially Private Synthetic Data Enables Public Release of Behavioral Health Information with High Utility
Fuente:
arXiv
Saved in:
| Main Authors: | Ghasemizade, Mohsen, Lovato, Juniper, Danforth, Christopher M., Dodds, Peter Sheridan, Bloomfield, Laura S. P., Price, Matthew, LEMURS, Team, Near, Joseph P. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Taste for Privacy: How Context, Identity, and Lived-Experience Shape Information Sharing Preferences
by: Lovato, Juniper, et al.
Published: (2026)
by: Lovato, Juniper, et al.
Published: (2026)
Differentially Private Multimodal In-Context Learning
by: Ngong, Ivoline C., et al.
Published: (2026)
by: Ngong, Ivoline C., et al.
Published: (2026)
Differentially Private Learning Needs Better Model Initialization and Self-Distillation
by: Ngong, Ivoline C., et al.
Published: (2024)
by: Ngong, Ivoline C., et al.
Published: (2024)
Hollywood's misrepresentation of death: A comparison of overall and by-gender mortality causes in film and the real world
by: Beauregard, Calla, et al.
Published: (2024)
by: Beauregard, Calla, et al.
Published: (2024)
Foregrounding Artist Opinions: A Survey Study on Transparency, Ownership, and Fairness in AI Generative Art
by: Lovato, Juniper, et al.
Published: (2024)
by: Lovato, Juniper, et al.
Published: (2024)
A Formative Study of Brief Affective Text as a Complement to Wearable Sensing for Longitudinal Student Health Monitoring
by: Harry, Tamunotonye, et al.
Published: (2026)
by: Harry, Tamunotonye, et al.
Published: (2026)
Differentially Private Synthetic High-dimensional Tabular Stream
by: Kumar, Girish, et al.
Published: (2024)
by: Kumar, Girish, et al.
Published: (2024)
Differentially Private Synthetic Data Release for Topics API Outputs
by: Dick, Travis, et al.
Published: (2025)
by: Dick, Travis, et al.
Published: (2025)
Differentially Private Synthetic Voltage Phasor Release for Distribution Grids
by: Campbell, Andrew, et al.
Published: (2026)
by: Campbell, Andrew, et al.
Published: (2026)
Story and essential meaning dynamics in Bangladesh's July 2024 Student-People's Uprising
by: Prama, Tabia Tanzin, et al.
Published: (2025)
by: Prama, Tabia Tanzin, et al.
Published: (2025)
LLMs for Low-Resource Dialect Translation Using Context-Aware Prompting: A Case Study on Sylheti
by: Prama, Tabia Tanzin, et al.
Published: (2025)
by: Prama, Tabia Tanzin, et al.
Published: (2025)
Curating corpora with classifiers: A case study of clean energy sentiment online
by: Arnold, Michael V., et al.
Published: (2023)
by: Arnold, Michael V., et al.
Published: (2023)
BanglaMATH : A Bangla benchmark dataset for testing LLM mathematical reasoning at grades 6, 7, and 8
by: Prama, Tabia Tanzin, et al.
Published: (2025)
by: Prama, Tabia Tanzin, et al.
Published: (2025)
Misalignment of LLM-Generated Personas with Human Perceptions in Low-Resource Settings
by: Prama, Tabia Tanzin, et al.
Published: (2025)
by: Prama, Tabia Tanzin, et al.
Published: (2025)
Distributed HDMM: Scalable, Distributed, Accurate, and Differentially Private Query Workloads without a Trusted Curator
by: Sedimo, Ratang, et al.
Published: (2025)
by: Sedimo, Ratang, et al.
Published: (2025)
Collective sleep and activity patterns of college students from wearable devices
by: Fudolig, Mikaela Irene, et al.
Published: (2024)
by: Fudolig, Mikaela Irene, et al.
Published: (2024)
Differentially Private Synthetic Data with Private Density Estimation
by: Bojkovic, Nikolija, et al.
Published: (2024)
by: Bojkovic, Nikolija, et al.
Published: (2024)
Detecting sub-populations in online health communities: A mixed-methods exploration of breastfeeding messages in BabyCenter Birth Clubs
by: Beauregard, Calla, et al.
Published: (2025)
by: Beauregard, Calla, et al.
Published: (2025)
Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains
by: Ramesh, Krithika, et al.
Published: (2024)
by: Ramesh, Krithika, et al.
Published: (2024)
Continual Release of Differentially Private Synthetic Data from Longitudinal Data Collections
by: Bun, Mark, et al.
Published: (2023)
by: Bun, Mark, et al.
Published: (2023)
Releasing Differentially Private Event Logs Using Generative Models
by: Wangelik, Frederik, et al.
Published: (2025)
by: Wangelik, Frederik, et al.
Published: (2025)
MetaOthello: A Controlled Study of Multiple World Models in Transformers
by: Chawla, Aviral, et al.
Published: (2026)
by: Chawla, Aviral, et al.
Published: (2026)
Differentially Private Low-dimensional Synthetic Data from High-dimensional Datasets
by: He, Yiyun, et al.
Published: (2023)
by: He, Yiyun, et al.
Published: (2023)
Differentially Private High Dimensional Bandits
by: Shukla, Apurv
Published: (2024)
by: Shukla, Apurv
Published: (2024)
Differentially Private Release and Learning of Threshold Functions
by: Bun, Mark, et al.
Published: (2015)
by: Bun, Mark, et al.
Published: (2015)
Us-vs-Them bias in Large Language Models
by: Prama, Tabia Tanzin, et al.
Published: (2025)
by: Prama, Tabia Tanzin, et al.
Published: (2025)
The Three Books of Science
by: Dodds, Peter Sheridan
Published: (2025)
by: Dodds, Peter Sheridan
Published: (2025)
The Three Books of Science
by: Dodds, Peter Sheridan
Published: (2025)
by: Dodds, Peter Sheridan
Published: (2025)
High-Dimensional Asymptotics of Differentially Private PCA
by: Yun, Youngjoo, et al.
Published: (2025)
by: Yun, Youngjoo, et al.
Published: (2025)
Online Differentially Private Synthetic Data Generation
by: He, Yiyun, et al.
Published: (2024)
by: He, Yiyun, et al.
Published: (2024)
Differentially Private Data Release on Graphs: Inefficiencies and Unfairness
by: Fioretto, Ferdinando, et al.
Published: (2024)
by: Fioretto, Ferdinando, et al.
Published: (2024)
Differentially Private Continual Release of Histograms and Related Queries
by: Henzinger, Monika, et al.
Published: (2023)
by: Henzinger, Monika, et al.
Published: (2023)
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?
by: Perez, Ileana Montoya, et al.
Published: (2024)
by: Perez, Ileana Montoya, et al.
Published: (2024)
Improving the Utility of Differentially Private Clustering through Dynamical Processing
by: Byun, Junyoung, et al.
Published: (2023)
by: Byun, Junyoung, et al.
Published: (2023)
Differentially Private Spatiotemporal Trajectory Synthesis with Retained Data Utility
by: Ge, Yuqing, et al.
Published: (2024)
by: Ge, Yuqing, et al.
Published: (2024)
Differentially Private Release of Israel's National Registry of Live Births
by: Hod, Shlomi, et al.
Published: (2024)
by: Hod, Shlomi, et al.
Published: (2024)
SoK: Practical Aspects of Releasing Differentially Private Graphs
by: D'Silva, Nicholas, et al.
Published: (2026)
by: D'Silva, Nicholas, et al.
Published: (2026)
Identifying Body Composition Measures That Correlate with Self-Compassion and Social Support
by: Poon, Enerson, et al.
Published: (2026)
by: Poon, Enerson, et al.
Published: (2026)
Differentially Private Synthetic Data Generation for Relational Databases
by: Alimohammadi, Kaveh, et al.
Published: (2024)
by: Alimohammadi, Kaveh, et al.
Published: (2024)
Public Private Partnerships in International Construction
by: Chan, Albert P. C., et al.
Published: (2025)
by: Chan, Albert P. C., et al.
Published: (2025)
Similar Items
-
Taste for Privacy: How Context, Identity, and Lived-Experience Shape Information Sharing Preferences
by: Lovato, Juniper, et al.
Published: (2026) -
Differentially Private Multimodal In-Context Learning
by: Ngong, Ivoline C., et al.
Published: (2026) -
Differentially Private Learning Needs Better Model Initialization and Self-Distillation
by: Ngong, Ivoline C., et al.
Published: (2024) -
Hollywood's misrepresentation of death: A comparison of overall and by-gender mortality causes in film and the real world
by: Beauregard, Calla, et al.
Published: (2024) -
Foregrounding Artist Opinions: A Survey Study on Transparency, Ownership, and Fairness in AI Generative Art
by: Lovato, Juniper, et al.
Published: (2024)