Ali Ahmed

Humera Hameed

Digit. Signal Process., August, 2023

2022

Single-channel phaseless blind source separation.

[BibT_eX]

[DOI]

Humera Hameed

Ubaid U. Fayyaz

Telecommun. Syst., 2022

2021

A Framework for Fault Diagnosis using Continuous Bayesian Network and Causal Inference.

[BibT_eX]

[DOI]

Asif Hanif

Saad Ali

Proceedings of the 19th IEEE International Conference on Industrial Informatics, 2021

Inverse Constrained Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Blind Deconvolution Using Modulated Inputs.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Bilinear Compressed Sensing Under Known Signs via Convex Programming.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Compressive Sampling of Ensembles of Correlated Signals.

[BibT_eX]

[DOI]

Justin Romberg

IEEE Trans. Inf. Theory, 2020

Blind Image Deconvolution Using Deep Generative Priors.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2020

Subsampled Fourier Ptychography using Pretrained Invertible and Untrained Network Priors.

[BibT_eX]

[DOI]

Asif Hanif

CoRR, 2020

Learning To Solve Differential Equations Across Initial Conditions.

[BibT_eX]

[DOI]

CoRR, 2020

Class-Specific Blind Deconvolutional Phase Retrieval Under a Generative Prior.

[BibT_eX]

[DOI]

CoRR, 2020

Invertible generative models for inverse problems: mitigating representation error and dataset bias.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Simultaneous Phase Retrieval and Blind Deconvolution via Convex Programming.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2019

Sub-Nyquist Sampling of Sparse and Correlated Signals in Array Processing.

[BibT_eX]

[DOI]

CoRR, 2019

Invertible generative models for inverse problems: mitigating representation error and dataset bias.

[BibT_eX]

[DOI]

CoRR, 2019

Adaptive Ptych: Leveraging Image Adaptive Generative Priors for Subsampled Fourier Ptychography.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Deep Ptych: Subsampled Fourier Ptychography Using Generative Priors.

[BibT_eX]

[DOI]

Farwa Abbas

Proceedings of the IEEE International Conference on Acoustics, 2019

Channel Protection Using Random Modulation.

[BibT_eX]

[DOI]

Humera Hameed

Proceedings of the IEEE International Conference on Acoustics, 2019

Blind Image Deconvolution using Pretrained Generative Priors.

[BibT_eX]

[DOI]

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

A Convex Approach to Blind MIMO Communications.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2018

Leveraging Diversity and Sparsity in Blind Deconvolution.

[BibT_eX]

[DOI]

Laurent Demanet

IEEE Trans. Inf. Theory, 2018

Leveraging Deep Stein's Unbiased Risk Estimator for Unsupervised X-ray Denoising.

[BibT_eX]

[DOI]

Muhammad Awais

Zain ul Aabidin Lodhi

Muhammad Umair

CoRR, 2018

Robust Compressive Phase Retrieval via Deep Generative Priors.

[BibT_eX]

[DOI]

CoRR, 2018

Solving Bilinear Inverse Problems using Deep Generative Priors.

[BibT_eX]

[DOI]

CoRR, 2018

Blind Deconvolutional Phase Retrieval via Convex Programming.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A convex program for bilinear inversion of sparse vectors.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Compressive Acquisition and Least-Squares Reconstruction of Correlated Signals.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2017

BranchHull: Convex bilinear inversion from the entrywise product of signals with known signs.

[BibT_eX]

[DOI]

CoRR, 2017

Introducing Data mining for Predicting trends in School Education of Pakistan: Preliminary results and Future Directions.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Information and Communication Technologies and Development, 2017

Convex inversion of the entrywise product of real signals with known signs.

[BibT_eX]

[DOI]

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2015

Compressive Multiplexing of Correlated Signals.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2015

A convex approach to blind deconvolution with diverse inputs.

[BibT_eX]

[DOI]

Augustin Cosse

Laurent Demanet

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

2014

Blind Deconvolution Using Convex Programming.

[BibT_eX]

[DOI]

Benjamin Recht

IEEE Trans. Inf. Theory, 2014

2013

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

[BibT_eX]

[DOI]

Christopher K. Turnes

Mark A. Davenport

Proceedings of the IEEE International Conference on Acoustics, 2013

Compressive sampling in array processing.

[BibT_eX]

[DOI]

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

2012

Compressive multiplexers for correlated signals.

[BibT_eX]

[DOI]

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

2011

Compressive sampling of correlated signals.

[BibT_eX]

[DOI]