Efficient Environmental Temperature Monitoring Using Compressed Sensing. - Ali Hashemi 002; Mohammad Rostami; Ngai-Man Cheung (DCC, 2016)

Approximate Recovery of Initial Point-like and Instantaneous Sources from Coarsely Sampled Thermal Fields via Infinite-Dimensional Compressed Sensing. - Axel Flinth; Ali Hashemi 002 (EUSIPCO, 2018)

Improving EEG Source Localization Through Spatio-Temporal Sparse Bayesian Learning. - Ali Hashemi 002; Stefan Haufe (EUSIPCO, 2018)

Efficient hierarchical Bayesian inference for spatio-temporal regression models in neuroimaging. - Ali Hashemi 002; Yijing Gao; Chang Cai; Sanjay Ghosh; Klaus-Robert Müller; Srikantan S. Nagarajan; Stefan Haufe (NeurIPS, 2021)

Robust estimation of noise for electromagnetic brain imaging with the champagne algorithm. - Chang Cai; Ali Hashemi 002; Mithun Diwakar; Stefan Haufe; Kensuke Sekihara; Srikantan S. Nagarajan (NeuroImage, 2021)

Unification of sparse Bayesian learning algorithms for electromagnetic brain imaging with the majorization minimization framework. - Ali Hashemi 002; Chang Cai; Gitta Kutyniok; Klaus-Robert Müller; Srikantan S. Nagarajan; Stefan Haufe (NeuroImage, 2021)

Empirical Bayesian localization of event-related time-frequency neural activity dynamics. - Chang Cai; Leighton B. N. Hinkley; Yijing Gao; Ali Hashemi 002; Stefan Haufe; Kensuke Sekihara; Srikantan S. Nagarajan (NeuroImage, 2022)

Bayesian Inference for Brain Source Imaging with Joint Estimation of Structured Low-Rank Noise. - Sanjay Ghosh; Chang Cai; Yijing Gao; Ali Hashemi 002; Stefan Haufe; Kensuke Sekihara; Ashish Raj; Srikantan S. Nagarajan (ISBI, 2023)

Bayesian Algorithms for Joint Estimation of Brain Activity and Noise in Electromagnetic Imaging. - Chang Cai; Huicong Kang; Ali Hashemi 002; Dan Chen 001; Mithun Diwakar; Stefan Haufe; Kensuke Sekihara; Wei Wu 022; Srikantan S. Nagarajan (IEEE Trans. Medical Imaging, 2023)

Bayesian Adaptive Beamformer for Robust Electromagnetic Brain Imaging of Correlated Sources in High Spatial Resolution. - Chang Cai; Yuanshun Long; Sanjay Ghosh; Ali Hashemi 002; Yijing Gao; Mithun Diwakar; Stefan Haufe; Kensuke Sekihara; Wei Wu 022; Srikantan S. Nagarajan (IEEE Trans. Medical Imaging, 2023)

Enhancing Brain Source Reconstruction through Physics-Informed 3D Neural Networks. - Marco Morik; Ali Hashemi 002; Klaus-Robert Müller; Stefan Haufe; Shinichi Nakajima (CoRR, 2024)

Joint Learning of Full-Structure Noise in Hierarchical Bayesian Regression Models. - Ali Hashemi 002; Chang Cai; Yijing Gao; Sanjay Ghosh; Klaus-Robert Müller; Srikantan S. Nagarajan; Stefan Haufe (IEEE Trans. Medical Imaging, 2024)