tabular data synthesis

Human-Computer Interaction Machine Learning

Advancing Location-Invariant and Device-Agnostic Motion Activity Recognition on Wearable Devices

root February 7, 2024 0

The paper discusses the challenges and advancements in location-invariant and device-agnostic motion activity recognition on wearable devices. Researchers highlight the problem of sensing heterogeneity, which requires custom models for different…

Cryptography and Security Machine Learning

Privacy-preserving data release leveraging optimal transport and particle gradient descent

root February 1, 2024 0

The paper presents a new approach, PrivPGD, for differentially private data synthesis of protected tabular datasets, an important task in sensitive domains like healthcare and government. Existing methods typically use…

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tabular data synthesis

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