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07/31/2023
Generative models for wearables data
Data scarcity is a common obstacle in medical research due to the high c...
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02/16/2023
KuberneTSN: a Deterministic Overlay Network for Time-Sensitive Containerized Environments
The emerging paradigm of resource disaggregation enables the deployment ...
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11/03/2022
A New Agent-Based Intelligent Network Architecture
The advent of 5G and the design of its architecture has become possible ...
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12/27/2021
Self-supervision of wearable sensors time-series data for influenza detection
Self-supervision may boost model performance in downstream tasks. Howeve...
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07/27/2021
Towards Industrial Private AI: A two-tier framework for data and model security
With the advances in 5G and IoT devices, the industries are vastly adopt...
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07/02/2019
Reproducibility in Machine Learning for Health
Machine learning algorithms designed to characterize, monitor, and inter...
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05/13/2019
Adversarial Examples for Electrocardiograms
Among all physiological signals, electrocardiogram (ECG) has seen some o...
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12/04/2018
Learning Individualized Cardiovascular Responses from Large-scale Wearable Sensors Data
We consider the problem of modeling cardiovascular responses to physical...
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02/14/2018