Publications Journal Papers

Graph-Based Signal Processing

Y. Yankelevsky and M. Elad, Theoretical Guarantees for Graph Sparse Coding, Applied Computational Harmonic Analysis, April 2019.
Y. Yankelevsky and M. Elad, Finding GEMS: Multi-Scale Dictionaries for High-Dimensional Graph Signals, IEEE Transactions on Signal Processing, Vol. 67, No. 7, Pages 1889-1901, April 2019. software
Y. Yankelevsky and M. Elad, Dual Graph Regularized Dictionary Learning, IEEE Trans. on Signal and Information Processing over Networks, Vol. 2, No. 4, Pages 611-624, December 2016. software
A. Adler, M. Elad, and Y. Hel-Or, Linear-Time Subspace Clustering Via Bipartite Graph Modeling, IEEE Transactions on Neural Networks and Learning Systems Vol. 26, No. 10, Pages 2234-2246, October 2015.
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