# Mark A. Davenport

According to our database

Collaborative distances:

^{1}, Mark A. Davenport authored at least 76 papers between 2006 and 2022.Collaborative distances:

## Timeline

#### Legend:

Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2022

CoRR, 2022

CoRR, 2022

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

J. Mach. Learn. Res., 2021

CoRR, 2021

Deep inference of latent dynamics with spatio-temporal super-resolution using selective backpropagation through time.

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Proceedings of the IEEE International Conference on Acoustics, 2021

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

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

IEEE Trans. Signal Process., 2020

SIAM J. Imaging Sci., 2020

CoRR, 2020

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 13th International Conference on Educational Data Mining, 2020

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

IEEE Trans. Inf. Theory, 2019

Found. Comput. Math., 2019

CoRR, 2019

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

2018

IEEE Trans. Signal Process., 2018

IEEE Trans. Signal Process., 2018

The Eigenvalue Distribution of Discrete Periodic Time-Frequency Limiting Operators.

IEEE Signal Process. Lett., 2018

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Approximating Cellular Densities from High-Resolution Neuroanatomical Imaging Data.

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

CoRR, 2017

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Simultaneous recovery of a series of low-rank matrices by locally weighted matrix smoothing.

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

2016

IEEE Trans. Signal Process., 2016

IEEE J. Sel. Top. Signal Process., 2016

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

Dynamic matrix recovery from incomplete observations under an exact low-rank constraint.

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

2015

Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Sparsity and Structure in Hyperspectral Imaging : Sensing, Reconstruction, and Target Detection.

IEEE Signal Process. Mag., 2014

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

IEEE Trans. Inf. Theory, 2013

IEEE Trans. Inf. Theory, 2013

Found. Comput. Math., 2013

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Cleaning up toxic waste: Removing nefarious contributions to recommendation systems.

Proceedings of the IEEE International Conference on Acoustics, 2013

Lost without a compass: Nonmetric triangulation and landmark multidimensional scaling.

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

2012

The Pros and Cons of Compressive Sensing for Wideband Signal Acquisition: Noise Folding versus Dynamic Range.

IEEE Trans. Signal Process., 2012

CoRR, 2012

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

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

Proceedings of the Compressed Sensing, 2012

2011

CoRR, 2011

CoRR, 2011

The Pros and Cons of Compressive Sensing for Wideband Signal Acquisition: Noise Folding vs. Dynamic Range

CoRR, 2011

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

IEEE Trans. Inf. Theory, 2010

IEEE Trans. Image Process., 2010

IEEE Trans. Pattern Anal. Mach. Intell., 2010

IEEE J. Sel. Top. Signal Process., 2010

Proceedings of the IEEE International Conference on Acoustics, 2010

Proceedings of the Manifold Learning and Its Applications, 2010

2009

CoRR, 2009

CoRR, 2009

Proceedings of the Manifold Learning and Its Applications, 2009

2008

IEEE Signal Process. Mag., 2008

2007

IEEE Trans. Signal Process., 2007

Proceedings of the International Conference on Image Processing, 2007

Proceedings of the Computational Imaging V, San Jose, 2007

2006

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