Deanna Needell, Ph.D.
Affiliations: | 2009 | Mathematics | University of California, Davis, Davis, CA |
Area:
MathematicsGoogle:
"Deanna Needell"Parents
Sign in to add mentor| Thomas Strohmer | grad student | 2009 | UC Davis | |
| (Topics in compressed sensing.) | ||||
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Publications
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| Ravishankar S, Ma A, Needell D. (2020) Analysis of fast structured dictionary learning. Information and Inference : a Journal of the Ima. 9: 785-811 |
| Molitor D, Needell D. (2020) An iterative method for classification of binary data Information and Inference: a Journal of the Ima |
| Rebrova E, Needell D. (2020) On block Gaussian sketching for the Kaczmarz method Numerical Algorithms. 1-31 |
| Moorman JD, Tu TK, Molitor D, et al. (2020) Randomized Kaczmarz with averaging Bit Numerical Mathematics. 1-23 |
| Molitor D, Needell D, Ward R. (2020) Bias of Homotopic Gradient Descent for the Hinge Loss Applied Mathematics and Optimization. 1-27 |
| Haddock J, Needell D. (2019) Randomized Projection Methods for Linear Systems with Arbitrarily Large Sparse Corruptions Siam Journal On Scientific Computing. 41: S19-S36 |
| Ma A, Zhou Y, Rush C, et al. (2019) An Approximate Message Passing Framework for Side Information Ieee Transactions On Signal Processing. 67: 1875-1888 |
| Fukshansky L, Needell D, Sudakov B. (2019) An algebraic perspective on integer sparse recovery Applied Mathematics and Computation. 340: 31-42 |
| Choi W, Needell D, Nelson S. (2018) Boltzmann enhancements of biquasile counting invariants Journal of Knot Theory and Its Ramifications. 27: 1850068 |
| Ma A, Needell D, Ramdas A. (2018) Iterative Methods for Solving Factorized Linear Systems Siam Journal On Matrix Analysis and Applications. 39: 104-122 |