Compressive sampling of correlated signals. - Ali Ahmed 004; Justin K. Romberg (ACSCC, 2011)

Compressive multiplexers for correlated signals. - Ali Ahmed 004; Justin K. Romberg (ACSCC, 2012)

Compressive sampling in array processing. - Ali Ahmed 004; Justin K. Romberg (CAMSAP, 2013)

Cleaning up toxic waste: Removing nefarious contributions to recommendation systems. - Adam Charles; Ali Ahmed 004; Aditya Joshi; Stephen Conover; Christopher K. Turnes; Mark A. Davenport (ICASSP, 2013)

Blind Deconvolution Using Convex Programming. - Ali Ahmed 004; Benjamin Recht; Justin K. Romberg (IEEE Trans. Inf. Theory, 2014)

A convex approach to blind deconvolution with diverse inputs. - Ali Ahmed 004; Augustin Cosse; Laurent Demanet (CAMSAP, 2015)

Compressive Multiplexing of Correlated Signals. - Ali Ahmed 004; Justin K. Romberg (IEEE Trans. Inf. Theory, 2015)

Convex inversion of the entrywise product of real signals with known signs. - Alireza Aghasi; Ali Ahmed 004; Paul Hand (ACSSC, 2017)

Introducing Data mining for Predicting trends in School Education of Pakistan: Preliminary results and Future Directions. - Muhammad Asim 005; Fahad Shamshad; Muhammad Awais 012; Ali Ahmed 004 (ICTD, 2017)

BranchHull: Convex bilinear inversion from the entrywise product of signals with known signs. - Alireza Aghasi; Ali Ahmed 004; Paul Hand (CoRR, 2017)

Compressive Acquisition and Least-Squares Reconstruction of Correlated Signals. - Ali Ahmed 004 (IEEE Signal Process. Lett., 2017)

A convex program for bilinear inversion of sparse vectors. - Alireza Aghasi; Ali Ahmed 004; Paul Hand; Babhru Joshi (NeurIPS, 2018)

Blind Deconvolutional Phase Retrieval via Convex Programming. - Ali Ahmed 004; Alireza Aghasi; Paul Hand (NeurIPS, 2018)

Solving Bilinear Inverse Problems using Deep Generative Priors. - Muhammad Asim 005; Fahad Shamshad; Ali Ahmed 004 (CoRR, 2018)

Robust Compressive Phase Retrieval via Deep Generative Priors. - Fahad Shamshad; Ali Ahmed 004 (CoRR, 2018)

Leveraging Deep Stein's Unbiased Risk Estimator for Unsupervised X-ray Denoising. - Fahad Shamshad; Muhammad Awais 012; Muhammad Asim 005; Zain ul Aabidin Lodhi; Muhammad Umair; Ali Ahmed 004 (CoRR, 2018)

Leveraging Diversity and Sparsity in Blind Deconvolution. - Ali Ahmed 004; Laurent Demanet (IEEE Trans. Inf. Theory, 2018)

A Convex Approach to Blind MIMO Communications. - Ali Ahmed 004 (IEEE Wirel. Commun. Lett., 2018)

Blind Image Deconvolution using Pretrained Generative Priors. - Muhammad Asim 005; Fahad Shamshad; Ali Ahmed 004 (BMVC, 2019)

Channel Protection Using Random Modulation. - Ali Ahmed 004; Humera Hameed (ICASSP, 2019)

Deep Ptych: Subsampled Fourier Ptychography Using Generative Priors. - Fahad Shamshad; Farwa Abbas; Ali Ahmed 004 (ICASSP, 2019)

Adaptive Ptych: Leveraging Image Adaptive Generative Priors for Subsampled Fourier Ptychography. - Fahad Shamshad; Asif Hanif; Farwa Abbas; Muhammad Awais 012; Ali Ahmed 004 (ICCV Workshops, 2019)

Invertible generative models for inverse problems: mitigating representation error and dataset bias. - Muhammad Asim 005; Ali Ahmed 004; Paul Hand (CoRR, 2019)

Sub-Nyquist Sampling of Sparse and Correlated Signals in Array Processing. - Ali Ahmed 004; Fahad Shamshad (CoRR, 2019)

Simultaneous Phase Retrieval and Blind Deconvolution via Convex Programming. - Ali Ahmed 004; Alireza Aghasi; Paul Hand (J. Mach. Learn. Res., 2019)

Invertible generative models for inverse problems: mitigating representation error and dataset bias. - Muhammad Asim 005; Max Daniels; Oscar Leong; Ali Ahmed 004; Paul Hand (ICML, 2020)

Class-Specific Blind Deconvolutional Phase Retrieval Under a Generative Prior. - Fahad Shamshad; Ali Ahmed 004 (CoRR, 2020)

Learning To Solve Differential Equations Across Initial Conditions. - Shehryar Malik; Usman Anwar; Ali Ahmed 004; Alireza Aghasi (CoRR, 2020)

Subsampled Fourier Ptychography using Pretrained Invertible and Untrained Network Priors. - Fahad Shamshad; Asif Hanif; Ali Ahmed 004 (CoRR, 2020)

Blind Image Deconvolution Using Deep Generative Priors. - Muhammad Asim 005; Fahad Shamshad; Ali Ahmed 004 (IEEE Trans. Computational Imaging, 2020)

Compressive Sampling of Ensembles of Correlated Signals. - Ali Ahmed 004; Justin Romberg (IEEE Trans. Inf. Theory, 2020)

Bilinear Compressed Sensing Under Known Signs via Convex Programming. - Alireza Aghasi; Ali Ahmed 004; Paul Hand; Babhru Joshi (IEEE Trans. Signal Process., 2020)

Blind Deconvolution Using Modulated Inputs. - Ali Ahmed 004 (IEEE Trans. Signal Process., 2020)

Inverse Constrained Reinforcement Learning. - Shehryar Malik; Usman Anwar; Alireza Aghasi; Ali Ahmed 004 (ICML, 2021)

A Framework for Fault Diagnosis using Continuous Bayesian Network and Causal Inference. - Asif Hanif; Saad Ali; Ali Ahmed 004 (INDIN, 2021)

Single-channel phaseless blind source separation. - Humera Hameed; Ali Ahmed 004; Ubaid U. Fayyaz (Telecommun. Syst., 2022)

Sub-Nyquist sampling of sparse and correlated signals in array processing. - Ali Ahmed 004; Fahad Shamshad; Humera Hameed (Digit. Signal Process., 2023)