Search Results for author: Eyar Azar

Found 3 papers, 0 papers with code

Generalization and Estimation Error Bounds for Model-based Neural Networks

no code implementations19 Apr 2023 Avner Shultzman, Eyar Azar, Miguel R. D. Rodrigues, Yonina C. Eldar

In practice, model-based neural networks exhibit higher generalization capability compared to ReLU neural networks.

Robust Unlimited Sampling Beyond Modulo

no code implementations29 Jun 2022 Eyar Azar, Satish Mulleti, Yonina C. Eldar

We show that our algorithm has the lowest mean-squared error while recovering the signal for a given sampling rate, noise level, and dynamic range of the compared to existing algorithms.

Residual Recovery Algorithm For Modulo Sampling

no code implementations7 Oct 2021 Eyar Azar, Satish Mulleti, Yonina C. Eldar

Existing recovery algorithms to recover the signal from its modulo samples operate at a high sampling rate and are not robust in the presence of noise.

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