1 citations · 2 across the 4 of their papers we have counts for
4 papers · 1 filter
Multiview Sensing With Unknown Permutations: An Optimal Transport Approach
Yanting Ma, Petros T. Boufounos, Hassan Mansour +1
In several applications, including imaging of deformable objects while in motion, simultaneous localization and mapping, and unlabeled sensing, we encounter the problem of recoveri…
Analysis of Approximate Message Passing with Non-Separable Denoisers and Markov Random Field Priors
Yanting Ma, Cynthia Rush, Dror Baron
Approximate message passing (AMP) is a class of low-complexity, scalable algorithms for solving high-dimensional linear regression tasks where one wishes to recover an unknown sign…
Multiprocessor Approximate Message Passing with Column-Wise Partitioning
Yanting Ma, Yue M. Lu, Dror Baron
Solving a large-scale regularized linear inverse problem using multiple processors is important in various real-world applications due to the limitations of individual processors a…
Mismatched Estimation in Large Linear Systems
Yanting Ma, Dror Baron, Ahmad Beirami
We study the excess mean square error (EMSE) above the minimum mean square error (MMSE) in large linear systems where the posterior mean estimator (PME) is evaluated with a postula…