David I. Shuman

30 papers B 2Misc 1Journal 23Unranked 4
YearRankTypeTitle / Venue / Authors
2022 J jnl
Graph Filters for Signal Processing and Machine Learning on Graphs.
CoRR
Elvin Isufi, Fernando Gama, David I. Shuman, Santiago Segarra
2020 J jnl
Localized Spectral Graph Filter Frames: A Unifying Framework, Survey of Design Considerations, and Numerical Comparison.
IEEE Signal Process. Mag.
David I. Shuman
2020 J jnl
Spectrum-Adapted Polynomial Approximation for Matrix Functions with Applications in Graph Signal Processing.
Algorithms
Tiffany Fan, David I. Shuman, Shashanka Ubaru, Yousef Saad
2019 J jnl
Scalable M-Channel Critically Sampled Filter Banks for Graph Signals.
IEEE Trans. Signal Process.
Shuni Li, Yan Jin, David I. Shuman
2018 J jnl
Distributed Signal Processing via Chebyshev Polynomial Approximation.
IEEE Trans. Signal Inf. Process. over Networks
David I. Shuman, Pierre Vandergheynst, Daniel Kressner, Pascal Frossard
2017 Misc conf
An M-channel critically sampled filter bank for graph signals.
ICASSP
Yan Jin, David I. Shuman
2016 J jnl
A Multiscale Pyramid Transform for Graph Signals.
IEEE Trans. Signal Process.
David I. Shuman, Mohammad Javad Faraji, Pierre Vandergheynst
2016 J jnl
An $M$-Channel Critically Sampled Filter Bank for Graph Signals.
CoRR
Yan Jin, David I. Shuman
2015 J jnl
Spectrum-Adapted Tight Graph Wavelet and Vertex-Frequency Frames.
IEEE Trans. Signal Process.
David I. Shuman, Christoph Wiesmeyr, Nicki Holighaus, Pierre Vandergheynst
2014 J jnl
GSPBOX: A toolbox for signal processing on graphs.
CoRR
Nathanaël Perraudin, Johan Paratte, David I. Shuman, Vassilis Kalofolias, Pierre Vandergheynst, David K. Hammond
2014 J jnl
Learning Parametric Dictionaries for Signals on Graphs.
IEEE Trans. Signal Process.
Dorina Thanou, David I. Shuman, Pascal Frossard
2014 J jnl
Learning parametric dictionaries for graph signals.
CoRR
Dorina Thanou, David I. Shuman, Pascal Frossard
2014 J jnl
UNLocBoX A matlab convex optimization toolbox using proximal splitting methods.
CoRR
Nathanaël Perraudin, David I. Shuman, Gilles Puy, Pierre Vandergheynst
2013 J jnl
A Framework for Multiscale Transforms on Graphs.
CoRR
David I. Shuman, Mohammad Javad Faraji, Pierre Vandergheynst
2013 — conf
Parametric dictionary learning for graph signals.
GlobalSIP
Dorina Thanou, David I. Shuman, Pascal Frossard
2013 J jnl
Spectrum-Adapted Tight Graph Wavelet and Vertex-Frequency Frames.
CoRR
David I. Shuman, Christoph Wiesmeyr, Nicki Holighaus, Pierre Vandergheynst
2013 J jnl
The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains.
IEEE Signal Process. Mag.
David I. Shuman, Sunil K. Narang, Pascal Frossard, Antonio Ortega, Pierre Vandergheynst
2013 J jnl
Vertex-Frequency Analysis on Graphs.
CoRR
David I. Shuman, Benjamin Ricaud, Pierre Vandergheynst
2012 — conf
A windowed graph Fourier transform.
SSP
David I. Shuman, Benjamin Ricaud, Pierre Vandergheynst
2012 J jnl
Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Data Domains
CoRR
David I. Shuman, Sunil K. Narang, Pascal Frossard, Antonio Ortega, Pierre Vandergheynst
2011 J jnl
Chebyshev Polynomial Approximation for Distributed Signal Processing
CoRR
David I. Shuman, Pierre Vandergheynst, Pascal Frossard
2011 B conf
Chebyshev polynomial approximation for distributed signal processing.
DCOSS
David I. Shuman, Pierre Vandergheynst, Pascal Frossard
2011 J jnl
Distributed Signal Processing via Chebyshev Polynomial Approximation
CoRR
David I. Shuman, Pierre Vandergheynst, Pascal Frossard
2011 J jnl
Energy-Efficient Transmission Scheduling With Strict Underflow Constraints.
IEEE Trans. Inf. Theory
David I. Shuman, Mingyan Liu, Owen Q. Wu
2010 J jnl
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.
Mahta Moghaddam, Dara Entekhabi, Yuriy Goykhman, Ke Li, Mingyan Liu, Aditya Mahajan, Ashutosh Nayyar, David I. Shuman, Demosthenis Teneketzis
2010 J jnl
Measurement Scheduling for Soil Moisture Sensing: From Physical Models to Optimal Control.
Proc. IEEE
David I. Shuman, Ashutosh Nayyar, Aditya Mahajan, Yuriy Goykhman, Ke Li, Mingyan Liu, Demosthenis Teneketzis, Mahta Moghaddam, Dara Entekhabi
2009 — conf
Dynamic clock calibration via temperature measurement.
CDC
David I. Shuman, Mingyan Liu
2009 J jnl
Energy-Efficient Transmission Scheduling with Strict Underflow Constraints
CoRR
David I. Shuman, Mingyan Liu
2008 — conf
A Soil Moisture Smart Sensor Web using Data Assimilation and Optimal Control: Formulation and First Laboratory Demonstration.
IGARSS (5)
Mahta Moghaddam, Dara Entekhabi, Yuriy Goykhman, Mingyan Liu, Aditya Mahajan, Ashutosh Nayyar, David I. Shuman, Demosthenis Teneketzis
2008 B conf
Energy-efficient transmission scheduling for wireless media streaming with strict underflow constraints.
WiOpt
David I. Shuman, Mingyan Liu