synthetic-data

Documents about synthetic-data

• Synthetic Data Release Framework under UK Data Protection Law#271089Zenodo (CERN)
• SynPop-DE: Synthetic population of 40 million German households using generative neural networks#15936OSF
• strova-ai/synthetic-healthcare-admissions#786744Hugging Face Datasets
• Rethinking Trust in Synthetic Health Data: Lessons From 7 European Research Initiatives#342206HAL (France)
• Positioning synthetic data under EU data protection law#393144OpenAlex
• A scoping review of privacy and utility metrics in medical synthetic data#400508OpenAlex
• Privacy and Utility of Private Synthetic Data for Medical Data Analyses#439679OpenAlex
• Mobile Technologies Support Effective Learning#413223Scholar Commons
• When T2I Synthetic Data Backfires: Amplified Privacy Risks in Real-Synthetic Mix Training#370280arXiv CS
• Synthetic Data in Healthcare and Drug Development: Definitions, Regulatory Frameworks, Issues#468466IRIS
• Curriculum Matters: Data-Efficient Relational PFN Pretraining with Synthetic Data#422344arXiv CS
• Forcing generalization: technical art as (synthetic) data work#221351OSF
• Leveraging Synthetic Data from Large Language Models to Steer and Enhance Model Learning#929396ScholarlyCommons
• Synthetic data protection: Towards a paradigm change in data regulation?#29944Semantic Scholar
• Fair synthetic data is not about fairness#690761PhilArchive
• Critical Provocations for Synthetic Data#723141PhilArchive
• Schema-Driven Generation of Synthetic HL7 FHIR RDF Data from Shape Expressions (ShEx)#413069OSF
• TOWARDS DATA-EFFICIENT DEEP LEARNING#254778ScholarBank@NUS
• TabQueryBench: A Query-Centric Benchmark for Synthetic Tabular Data#343578arXiv CS
• Synthetic Data Pipelines for Training AI Models in Data-Scarce Domains#727044PhilArchive
• A Tool for Synthetic Evaluation of Active Calibration Algorithms#1027111İzmir Yüksek Teknoloji Enstitüsü
• Metric-Guided Synthetic Image Data Rendering for Deep Learning compatible with Agentic AI#365445RODARE
• Synthetic tabular data : generation and detection#308173HAL (France)
• Utility and Privacy-Preserving ECG Anonymization via Stochastic Linear Mixing#350748HAL (France)
• Beyond Real Data: Synthetic Data for Scalable and Efficient Deep Learning#378169IRIS
• Privacy-Enhanced Generative AI for Healthcare Synthetic Data Creation#93351PhilArchive
• Practical privacy metrics for synthetic data#821657arXiv (All)
• ESTIMATION OF 3D POINT CLOUDS USING SYNTHETIC APERTURE RADAR DATA OF COMPLICATED TARGETS#663853Calhoun
• Autodata: An agentic data scientist to create high quality synthetic data#307010arXiv CS
• SynthSentry: Detecting Synthetic Data Contamination in Language Model Training Data#1000309arXiv (All)
• Synthetic Data for any Differentiable Target#2595arXiv CS
• Synthetic Health Data: Real Ethical Promise and Peril#95292PhilArchive
• Swedish cognitive tests (synthetic data)#279163api.researchdata.se
• Guiding principles for the provision of synthetic data.#423187NCBI PubMed Central
• teknium/openhermes#786757Hugging Face Datasets
• Microbial engineering, characterization, and applications through novel data processing and synthetic biology systems#211173Iowa State University Digital Repository
• A framework for measurement and modeling of sea spray frequency: A probabilistic approach and a synthetic data‐based machine‐learning method#231642HAL (France)
• Data Sheet 1_Adaptive refinement and prompt-guided conditioning for clinically realistic LLM-generated synthetic pediatric data.pdf#464161Figshare
• Identifying patient-level data risks in trusted research environments: Worked examples with synthetic data.#317787NCBI PubMed Central
• From Physical Drones to Virtual Flight: Generative AI in Synthetic Aerial Media#656723Zenodo (CERN)
• DatRel: a noise-tolerant data relocation approach for effective synthetic data generation in imbalanced classifiers#397899Aperta
• Estimating Treatment Effects on Proportions with Synthetic Controls#15942OSF
• Graph-Convolutional-Beta-VAE for synthetic abdominal aortic aneurysm generation#153777HAL (France)
• Two-Sensor Synthetic Aperture Geolocation Techniques#497016Calhoun
• Synthetic data in cryptocurrencies using generative models#31265arXiv CS
• Reflexive Synthetic Data Governance for Enterprise AI Agents#225477PhilArchive
• Scaling Up Forest Vision with Synthetic Data.#364647NCBI PubMed Central
• Optimal Domain-Aware Privacy Mechanisms for Synthetic Data Generation#386766arXiv CS
• Portable Causal Fairness Across Synthetic Data Generator Families#925542arXiv (All)
• FairFinGAN: Fairness-aware Synthetic Financial Data Generation#987606arXiv (All)

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