Towards Robust Federated Analytics via Differentially Private Measurements of Statistical Heterogeneity
Fuente:
arXiv
Saved in:
| Main Authors: | Scott, Mary, Cormode, Graham, Maple, Carsten |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Distributed, communication-efficient, and differentially private estimation of KL divergence
by: Scott, Mary, et al.
Published: (2024)
by: Scott, Mary, et al.
Published: (2024)
Private Federated Multiclass Post-hoc Calibration
by: Maddock, Samuel, et al.
Published: (2025)
by: Maddock, Samuel, et al.
Published: (2025)
FLAIM: AIM-based Synthetic Data Generation in the Federated Setting
by: Maddock, Samuel, et al.
Published: (2023)
by: Maddock, Samuel, et al.
Published: (2023)
FedPS: Federated data Preprocessing via aggregated Statistics
by: Xu, Xuefeng, et al.
Published: (2026)
by: Xu, Xuefeng, et al.
Published: (2026)
Qrlew: Rewriting SQL into Differentially Private SQL
by: Grislain, Nicolas, et al.
Published: (2024)
by: Grislain, Nicolas, et al.
Published: (2024)
Differentially Private Learned Indexes
by: Du, Jianzhang, et al.
Published: (2024)
by: Du, Jianzhang, et al.
Published: (2024)
Differentially Private Selection using Smooth Sensitivity
by: Chaves, Iago, et al.
Published: (2025)
by: Chaves, Iago, et al.
Published: (2025)
PE-means: Improved Differentially Private $k$-means Clustering through Private Evolution
by: Humphries, Thomas, et al.
Published: (2026)
by: Humphries, Thomas, 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)
Federated Computation of ROC and PR Curves
by: Xu, Xuefeng, et al.
Published: (2025)
by: Xu, Xuefeng, et al.
Published: (2025)
Power Transform Revisited: Numerically Stable, and Federated
by: Xu, Xuefeng, et al.
Published: (2025)
by: Xu, Xuefeng, et al.
Published: (2025)
An Algorithm for Streaming Differentially Private Data
by: Kumar, Girish, et al.
Published: (2024)
by: Kumar, Girish, et al.
Published: (2024)
DPSQL+: A Differentially Private SQL Library with a Minimum Frequency Rule
by: Matsumoto, Tomoya, et al.
Published: (2026)
by: Matsumoto, Tomoya, et al.
Published: (2026)
Private Queries with Sigma-Counting
by: Gao, Jun, et al.
Published: (2025)
by: Gao, Jun, et al.
Published: (2025)
GEM+: Scalable State-of-the-Art Private Synthetic Data with Generator Networks
by: Maddock, Samuel, et al.
Published: (2025)
by: Maddock, Samuel, et al.
Published: (2025)
HHGT: Hierarchical Heterogeneous Graph Transformer for Heterogeneous Graph Representation Learning
by: Zhu, Qiuyu, et al.
Published: (2024)
by: Zhu, Qiuyu, et al.
Published: (2024)
Exploring the Heterogeneity of Tabular Data: A Diversity-aware Data Generator via LLMs
by: Tang, Yafeng, et al.
Published: (2025)
by: Tang, Yafeng, et al.
Published: (2025)
Towards Optimizing SQL Generation via LLM Routing
by: Malekpour, Mohammadhossein, et al.
Published: (2024)
by: Malekpour, Mohammadhossein, et al.
Published: (2024)
Leveraging Vertical Public-Private Split for Improved Synthetic Data Generation
by: Maddock, Samuel, et al.
Published: (2025)
by: Maddock, Samuel, et al.
Published: (2025)
Optimizing LLM Queries in Relational Data Analytics Workloads
by: Liu, Shu, et al.
Published: (2024)
by: Liu, Shu, et al.
Published: (2024)
A Comprehensive Study of Shapley Value in Data Analytics
by: Lin, Hong, et al.
Published: (2024)
by: Lin, Hong, et al.
Published: (2024)
Certain and Approximately Certain Models for Statistical Learning
by: Zhen, Cheng, et al.
Published: (2024)
by: Zhen, Cheng, et al.
Published: (2024)
A Self-Explainable Heterogeneous GNN for Relational Deep Learning
by: Ferrini, Francesco, et al.
Published: (2024)
by: Ferrini, Francesco, et al.
Published: (2024)
Capturing and Anticipating User Intents in Data Analytics via Knowledge Graphs
by: Pons, Gerard, et al.
Published: (2024)
by: Pons, Gerard, et al.
Published: (2024)
HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving
by: Hu, Zhengding, et al.
Published: (2025)
by: Hu, Zhengding, et al.
Published: (2025)
Towards Practical Benchmarking of Data Cleaning Techniques: On Generating Authentic Errors via Large Language Models
by: Liu, Xinyuan, et al.
Published: (2025)
by: Liu, Xinyuan, et al.
Published: (2025)
GrASP: A Generalizable Address-based Semantic Prefetcher for Scalable Transactional and Analytical Workloads
by: Zirak, Farzaneh, et al.
Published: (2025)
by: Zirak, Farzaneh, et al.
Published: (2025)
CHASe: Client Heterogeneity-Aware Data Selection for Effective Federated Active Learning
by: Zhang, Jun, et al.
Published: (2025)
by: Zhang, Jun, et al.
Published: (2025)
MH-GIN: Multi-scale Heterogeneous Graph-based Imputation Network for AIS Data (Extended Version)
by: Liu, Hengyu, et al.
Published: (2025)
by: Liu, Hengyu, et al.
Published: (2025)
FedST: Secure Federated Shapelet Transformation for Time Series Classification
by: Liang, Zhiyu, et al.
Published: (2023)
by: Liang, Zhiyu, et al.
Published: (2023)
Efficient Data Valuation Approximation in Federated Learning: A Sampling-based Approach
by: Wei, Shuyue, et al.
Published: (2025)
by: Wei, Shuyue, et al.
Published: (2025)
Generating Robust Counterfactual Witnesses for Graph Neural Networks
by: Qiu, Dazhuo, et al.
Published: (2024)
by: Qiu, Dazhuo, et al.
Published: (2024)
Towards Effective Federated Graph Foundation Model via Mitigating Knowledge Entanglement
by: Zhu, Yinlin, et al.
Published: (2025)
by: Zhu, Yinlin, et al.
Published: (2025)
CardBench: A Benchmark for Learned Cardinality Estimation in Relational Databases
by: Chronis, Yannis, et al.
Published: (2024)
by: Chronis, Yannis, et al.
Published: (2024)
Towards Establishing Guaranteed Error for Learned Database Operations
by: Zeighami, Sepanta, et al.
Published: (2024)
by: Zeighami, Sepanta, et al.
Published: (2024)
RELOAD: A Robust and Efficient Learned Query Optimizer for Database Systems
by: Lee, Seokwon, et al.
Published: (2026)
by: Lee, Seokwon, et al.
Published: (2026)
RLOMM: An Efficient and Robust Online Map Matching Framework with Reinforcement Learning
by: Chen, Minxiao, et al.
Published: (2025)
by: Chen, Minxiao, et al.
Published: (2025)
RAMSeS: Robust and Adaptive Model Selection for Time-Series Anomaly Detection Algorithms
by: Abdelmaksoud, Mohamed, et al.
Published: (2026)
by: Abdelmaksoud, Mohamed, et al.
Published: (2026)
AdaFGL: A New Paradigm for Federated Node Classification with Topology Heterogeneity
by: Li, Xunkai, et al.
Published: (2024)
by: Li, Xunkai, et al.
Published: (2024)
Towards Universal Tabular Embeddings: A Benchmark Across Data Tasks
by: Vogel, Liane, et al.
Published: (2026)
by: Vogel, Liane, et al.
Published: (2026)
Similar Items
-
Distributed, communication-efficient, and differentially private estimation of KL divergence
by: Scott, Mary, et al.
Published: (2024) -
Private Federated Multiclass Post-hoc Calibration
by: Maddock, Samuel, et al.
Published: (2025) -
FLAIM: AIM-based Synthetic Data Generation in the Federated Setting
by: Maddock, Samuel, et al.
Published: (2023) -
FedPS: Federated data Preprocessing via aggregated Statistics
by: Xu, Xuefeng, et al.
Published: (2026) -
Qrlew: Rewriting SQL into Differentially Private SQL
by: Grislain, Nicolas, et al.
Published: (2024)