53 citations · 293 across the 32 of their papers we have counts for
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stat.ML2013★ 1 cited
Compressive Measurement Designs for Estimating Structured Signals in Structured Clutter: A Bayesian Experimental Design Approach
Swayambhoo Jain, Akshay Soni, Jarvis Haupt
This work considers an estimation task in compressive sensing, where the goal is to estimate an unknown signal from compressive measurements that are corrupted by additive pre-meas…
cs.CV2013★ 6 cited
Automated Defect Localization via Low Rank Plus Outlier Modeling of Propagating Wavefield Data
Stefano Gonella, Jarvis D. Haupt
This work proposes an agnostic inference strategy for material diagnostics, conceived within the context of laser-based non-destructive evaluation methods, which extract informatio…
cs.IT2013
On the Fundamental Limits of Recovering Tree Sparse Vectors from Noisy Linear Measurements
Akshay Soni, Jarvis Haupt
Recent breakthrough results in compressive sensing (CS) have established that many high dimensional signals can be accurately recovered from a relatively small number of non-adapti…