Model-Aware Deep Architectures for One-Bit Compressive Variational Autoencoding. (arXiv:1911.12410v1 [eess.SP])
Parameterized mathematical models play a central role in understanding and design of complex information systems. However, they often cannot take into account the intricate interactions innate to such systems. On the contrary, purely data-driven approaches do not need explicit mathematical models for data generation and have a wider applicability at the cost of interpretability. In…