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Explicit CSI Feedback Compression via Learned Approximate Message Passing
Explicit channel state information at the transmitter side is helpful to improve downlink precoding performance for multi-user MIMO systems.
A Reverse Jensen Inequality Result with Application to Mutual Information Estimation
The Jensen inequality is a widely used tool in a multitude of fields, such as for example information theory and machine learning.
Differentially Private Synthetic Data Generation via Lipschitz-Regularised Variational Autoencoders
It is often overlooked though that generative models are prone to memorising many details of individual training records and often generate synthetic data that too closely resembles the underlying sensitive training data, hence violating strong privacy regulations as, e. g., encountered in health care.
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