David I. Shuman

Orcid: 0000-0002-1989-3190

According to our database1, David I. Shuman authored at least 29 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Graph Filters for Signal Processing and Machine Learning on Graphs.
IEEE Trans. Signal Process., 2024

2021
Signal Processing on the Permutahedron: Tight Spectral Frames for Ranked Data Analysis.
CoRR, 2021

2020
Localized Spectral Graph Filter Frames: A Unifying Framework, Survey of Design Considerations, and Numerical Comparison.
IEEE Signal Process. Mag., 2020

Spectrum-Adapted Polynomial Approximation for Matrix Functions with Applications in Graph Signal Processing.
Algorithms, 2020

2019
Scalable M-Channel Critically Sampled Filter Banks for Graph Signals.
IEEE Trans. Signal Process., 2019

Spectrum-adapted Polynomial Approximation for Matrix Functions.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Distributed Signal Processing via Chebyshev Polynomial Approximation.
IEEE Trans. Signal Inf. Process. over Networks, 2018

2017
An M-channel critically sampled filter bank for graph signals.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
A Multiscale Pyramid Transform for Graph Signals.
IEEE Trans. Signal Process., 2016

2015
Spectrum-Adapted Tight Graph Wavelet and Vertex-Frequency Frames.
IEEE Trans. Signal Process., 2015

2014
Learning Parametric Dictionaries for Signals on Graphs.
IEEE Trans. Signal Process., 2014

Learning parametric dictionaries for graph signals.
CoRR, 2014

UNLocBoX A matlab convex optimization toolbox using proximal splitting methods.
CoRR, 2014

GSPBOX: A toolbox for signal processing on graphs.
CoRR, 2014

2013
The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains.
IEEE Signal Process. Mag., 2013

Vertex-Frequency Analysis on Graphs.
CoRR, 2013

A Framework for Multiscale Transforms on Graphs.
CoRR, 2013

Parametric dictionary learning for graph signals.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012
Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Data Domains
CoRR, 2012

A windowed graph Fourier transform.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

2011
Energy-Efficient Transmission Scheduling With Strict Underflow Constraints.
IEEE Trans. Inf. Theory, 2011

Distributed Signal Processing via Chebyshev Polynomial Approximation
CoRR, 2011

Chebyshev polynomial approximation for distributed signal processing.
Proceedings of the Distributed Computing in Sensor Systems, 2011

2010
A Wireless Soil Moisture Smart Sensor Web Using Physics-Based Optimal Control: Concept and Initial Demonstrations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2010

Measurement Scheduling for Soil Moisture Sensing: From Physical Models to Optimal Control.
Proc. IEEE, 2010

2009
Energy-Efficient Transmission Scheduling with Strict Underflow Constraints
CoRR, 2009

Dynamic clock calibration via temperature measurement.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Energy-efficient transmission scheduling for wireless media streaming with strict underflow constraints.
Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, 2008

A Soil Moisture Smart Sensor Web using Data Assimilation and Optimal Control: Formulation and First Laboratory Demonstration.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008


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