32 citations · 204 across the 33 of their papers we have counts for
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Tight bounds on the mutual coherence of sensing matrices for Wigner D-functions on regular grids
Arya Bangun, Arash Behboodi, Rudolf Mathar
Many practical sampling patterns for function approximation on the rotation group utilizes regular samples on the parameter axes. In this paper, we relate the mutual coherence anal…
Compressive Sensing and Neural Networks from a Statistical Learning Perspective
Arash Behboodi, Holger Rauhut, Ekkehard Schnoor
Various iterative reconstruction algorithms for inverse problems can be unfolded as neural networks. Empirically, this approach has often led to improved results, but theoretical g…
Gradient Regularization for Quantization Robustness
Milad Alizadeh, Arash Behboodi, Mart van Baalen +3
We analyze the effect of quantizing weights and activations of neural networks on their loss and derive a simple regularization scheme that improves robustness against post-trainin…