93 citations · 331 across the 19 of their papers we have counts for
19 papers
ProxiCBO: A Provably Convergent Consensus-Based Method for Composite Optimization
Haoyu Zhang, Yanting Ma, Ruangrawee Kitichotkul +2
This paper introduces an interacting-particle optimization method tailored to possibly non-convex composite optimization problems, which arise widely in signal processing. The prop…
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…
Local Convergence of an AMP Variant to the LASSO Solution in Finite Dimensions
Yanting Ma, Min Kang, Jack W. Silverstein +1
A common sparse linear regression formulation is the l1 regularized least squares, which is also known as least absolute shrinkage and selection operator (LASSO). Approximate messa…
Two-Dimensional Non-Line-of-Sight Scene Estimation from a Single Edge Occluder
Sheila W. Seidel, John Murray-Bruce, Yanting Ma +3
Passive non-line-of-sight imaging methods are often faster and stealthier than their active counterparts, requiring less complex and costly equipment. However, many of these method…
On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems
Yanting Ma, Shuchin Aeron, Hassan Mansour
In this article, we study the convergence of Mirror Descent (MD) and Optimistic Mirror Descent (OMD) for saddle point problems satisfying the notion of coherence as proposed in Mer…
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…