Publications Journal Papers

Data Models

Y. Yankelevsky and M. Elad, Theoretical Guarantees for Graph Sparse Coding, Applied Computational Harmonic Analysis, April 2019.
Y. Romano, A. Aberdam, J. Sulam, and M. Elad, Adversarial Noise Attacks of Deep Learning Architectures – Stability Analysis via Sparse Modeled Signals, to appear in Journal of Mathematical Imaging and Vision (Special issue on Mathematical Foundations of Deep Learning in Imaging Sciences).
I. Rey-Otero, J. Sulam, and M. Elad, Variations on the CSC model, submitted to IEEE Transactions on Signal Processing.
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