Concepedia

Rachel Ward

RW

Statistics

Publications

52

Citations

3.2K

H-Index

28

Active since

2004

Affiliations

The University of Texas at Austin(Current)

Princeton University

Courant Institute of Mathematical Sciences

University of California, Berkeley

New York University

Rachel Ward is an author at The University of Texas at Austin specializing in engineering, inverse problems, and approximation theory.

Top concepts

EngineeringInverse ProblemsApproximation TheoryComputer ScienceMathematical ProgrammingNumerical AnalysisCompressive SensingStatisticsData ScienceSignal Processing

Publications per year

2004–2024

52

Publications

52

Stochastic gradient descent, weighted sampling, and the randomized Kaczmarz algorithm

Deanna Needell, Nathan Srebro, Rachel Ward · Mathematical Programming · 2015 · 435 citations

Engineering, Machine Learning, Computational Learning Theory +5

Stable Image Reconstruction Using Total Variation Minimization

Deanna Needell, Rachel Ward · SIAM Journal on Imaging Sciences · 2013 · 261 citations

Image Reconstruction, Engineering, Variational Analysis +18

Low-rank Matrix Recovery via Iteratively Reweighted Least Squares Minimization

Massimo Fornasier, Holger Rauhut, Rachel Ward · SIAM Journal on Optimization · 2011 · 226 citations

Mathematical Programming, Numerical Analysis, Sparse Representation +14

Repeated blood–brain barrier opening with an implantable ultrasound device for delivery of albumin-bound paclitaxel in patients with recurrent glioblastoma: a phase 1 trial

Adam M. Sonabend, Andrew Gould, Christina Amidei et al. · The Lancet Oncology · 2023 · 193 citations · Full text

Nanomedicine, Neuro-oncology, Focused Ultrasound +14

One-Bit Compressive Sensing With Norm Estimation

Karin Knudson, Rayan Saab, Rachel Ward · IEEE Transactions on Information Theory · 2016 · 169 citations

Sparse Representation, Engineering, Compressive Sensing +7

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