Sotabase

Career

· Ph.D. in Electrical and Computer Engineering, Carnegie Mellon University
· Postdoctoral Researcher, Carnegie Mellon University
· Research Scientist, Carnegie Mellon University
· B.S. in Computer Science, Drexel University
· Facebook

Publications (31)

Discrete Signal Processing on Graphs
IEEE Transactions on Signal Processing · 2012
1,509
cited
Discrete Signal Processing on Graphs: Frequency Analysis
IEEE Transactions on Signal Processing · 2013
861
cited
Big Data Analysis with Signal Processing on Graphs: Representation and processing of massive data sets with irregular structure
IEEE Signal Processing Magazine · 2014
728
cited
Discrete Signal Processing on Graphs: Sampling Theory
IEEE Transactions on Signal Processing · 2015
653
cited
Signal Recovery on Graphs: Variation Minimization
IEEE Transactions on Signal Processing · 2014
287
cited
Discrete signal processing on graphs: Graph fourier transform
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2013
170
cited
Signal denoising on graphs via graph filtering
IEEE Global Conference on Signal and Information Processing · 2014
167
cited
Finite-time distributed consensus through graph filters
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2014
112
cited
Discrete signal processing on graphs: Graph filters
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2013
101
cited
Efficient Compression of QRS Complexes Using Hermite Expansion
IEEE Transactions on Signal Processing · 2012
81
cited
Classification via regularization on graphs
IEEE Global Conference on Signal and Information Processing · 2013
54
cited
Signal inpainting on graphs via total variation minimization
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2014
45
cited
Adaptive graph filtering: Multiresolution classification on graphs
IEEE Global Conference on Signal and Information Processing · 2013
44
cited
Generating FPGA-Accelerated DFT Libraries
IEEE Symposium on Field-Programmable Custom Computing Machines · 2007
41
cited
Sampling theory for graph signals
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2015
39
cited
Algebraic Signal Processing Theory: 1-D Nearest Neighbor Models
IEEE Transactions on Signal Processing · 2012
37
cited
Distributed algorithm for graph signal inpainting
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2015
29
cited
Compression of QRS complexes using Hermite expansion
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2011
27
cited
Algebraic Signal Processing Theory: Cooley-Tukey-Type Algorithms for Polynomial Transforms Based on Induction
SIAM Journal on Matrix Analysis and Applications · 2010
21
cited
Eigendecomposition of Block Tridiagonal Matrices
2013
13
cited
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