# Christopher J. Rozell

According to our database

Collaborative distances:

^{1}, Christopher J. Rozell authored at least 84 papers between 1999 and 2022.Collaborative distances:

## Timeline

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Book In proceedings Article PhD thesis Other## Links

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## Bibliography

2022

CoRR, 2022

CoRR, 2022

2021

Harnessing the Manifold Structure of Cardiomechanical Signals for Physiological Monitoring During Hemorrhage.

IEEE Trans. Biomed. Eng., 2021

Infrared Search and Track With Unbalanced Optimal Transport Dynamics Regularization.

IEEE Geosci. Remote. Sens. Lett., 2021

IEEE J. Solid State Circuits, 2021

CoRR, 2021

Late fusion of machine learning models using passively captured interpersonal social interactions and motion from smartphones predicts decompensation in heart failure.

CoRR, 2021

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Sparse Bayesian Learning With Dynamic Filtering for Inference of Time-Varying Sparse Signals.

IEEE Trans. Signal Process., 2020

IEEE Trans. Computational Imaging, 2020

Efficient Tracking of Sparse Signals via an Earth Mover's Distance Dynamics Regularizer.

IEEE Signal Process. Lett., 2020

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Learning sparse codes from compressed representations with biologically plausible local wiring constraints.

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Proceedings of the Information Theory and Applications Workshop, 2020

The Picasso Algorithm for Bayesian Localization Via Paired Comparisons in a Union of Subspaces Model.

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Proceedings of the 2020 IEEE Custom Integrated Circuits Conference, 2020

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

CoRR, 2019

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018

Cell Membrane Tracking in Living Brain Tissue Using Differential Interference Contrast Microscopy.

IEEE Trans. Image Process., 2018

Matched Filtering for Heart Rate Estimation on Compressive Sensing ECG Measurements.

IEEE Trans. Biomed. Eng., 2018

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017

J. Mach. Learn. Res., 2017

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Fast ADMM solver for reweighted total variation image deconvolution and inpainting.

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016

IEEE Trans. Signal Process., 2016

2015

IEEE Trans. Signal Process., 2015

PLoS Comput. Biol., 2015

2014

Correction to "Convergence and Rate Analysis of Neural Networks for Sparse Approximation".

IEEE Trans. Neural Networks Learn. Syst., 2014

Neural Comput., 2014

Spectral Superresolution of Hyperspectral Imagery Using Reweighted ℓ<sub>1</sub> Spatial Filtering.

IEEE Geosci. Remote. Sens. Lett., 2014

Int. J. Neural Syst., 2014

Proceedings of the IEEE International Conference on Acoustics, 2014

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013

IEEE Trans. Signal Process., 2013

IEEE Trans. Speech Audio Process., 2013

Visual Nonclassical Receptive Field Effects Emerge from Sparse Coding in a Dynamical System.

PLoS Comput. Biol., 2013

Neural Networks, 2013

IEEE J. Sel. Top. Signal Process., 2013

Speech understanding in noise provided by a simulated cochlear implant processor based on matching pursuit.

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Convergence of a neural network for sparse approximation using the nonsmooth Łojasiewicz inequality.

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Proceedings of the IEEE International Conference on Acoustics, 2013

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

IEEE Trans. Neural Networks Learn. Syst., 2012

A Common Network Architecture Efficiently Implements a Variety of Sparsity-Based Inference Problems.

Neural Comput., 2012

IEEE J. Emerg. Sel. Topics Circuits Syst., 2012

CoRR, 2012

The Restricted Isometry Property for Echo State Networks with applications to sequence memory capacity.

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011

IEEE Trans. Signal Process., 2011

Concentration of Measure for Block Diagonal Matrices With Applications to Compressive Signal Processing.

IEEE Trans. Signal Process., 2011

IEEE J. Sel. Top. Signal Process., 2011

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

Proceedings of the IEEE International Conference on Acoustics, 2011

Stable manifold embeddings with operators satisfying the Restricted Isometry Property.

Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

2010

Proceedings of the IEEE International Conference on Acoustics, 2010

Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2008

Neural Comput., 2008

Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

Reconstruction of compressively sensed images via neurally plausible local competitive algorithms.

Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

2007

Proceedings of the 6th International Conference on Information Processing in Sensor Networks, 2007

Proceedings of the International Conference on Image Processing, 2007

2006

Analyzing the robustness of redundant population codes in sensory and feature extraction systems.

Neurocomputing, 2006

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Evaluating Local Contributions to Global Performance in Wireless Sensor and Actuator Networks.

Proceedings of the Distributed Computing in Sensor Systems, 2006

2005

Neurocomputing, 2005

Analysis of noise reduction in redundant expansions under distributed processing requirements.

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Measuring information transfer in the spike generator of crayfish sustaining fibers.

Biol. Cybern., 2004

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Neurocomputing, 2003

1999

Proceedings of the 1999 International Computer Music Conference, 1999