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Deanna Needell

Identifiers

  • name variant Deanna Needell 0.60 · backfill

Papers (69)

  1. Riemannian Archetypal Analysis: Interpretable non-linear data analysis on deformed star distributions cs.LG · 2026 · author #2
  2. Numerical Instabilities in the Kaczmarz Method and Stabilization by Iterative Refinement math.NA · 2026 · author #3
  3. Stochastic Gradient Descent for Incomplete Tensor Linear Systems math.NA · 2025 · author #2
  4. Bias of Homotopic Gradient Descent for the Hinge Loss stat.ML · 2019 · author #2
  5. On Inferences from Completed Data math.ST · 2019 · author #3
  6. Data-driven Algorithm Selection and Parameter Tuning: Two Case studies in Optimization and Signal Processing cs.LG · 2019 · author #4
  7. Matrix Completion With Selective Sampling cs.LG · 2019 · author #3
  8. An iterative method for classification of binary data stat.ML · 2018 · author #2
  9. Hierarchical Classification using Binary Data cs.LG · 2018 · author #2
  10. An Approximate Message Passing Framework for Side Information cs.IT · 2018 · author #5
  11. Randomized Projection Methods for Linear Systems with Arbitrarily Large Sparse Corruptions math.NA · 2018 · author #2
  12. On Motzkin's Method for Inconsistent Linear Systems math.NA · 2018 · author #2
  13. Analysis of Fast Alternating Minimization for Structured Dictionary Learning cs.LG · 2018 · author #3
  14. Compressed Anomaly Detection with Multiple Mixed Observations cs.IT · 2018 · author #6
  15. Matrix Completion for Structured Observations math.NA · 2018 · author #2
  16. An algebraic perspective on integer sparse recovery math.NA · 2018 · author #2
  17. Sparse Randomized Kaczmarz for Support Recovery of Jointly Sparse Corrupted Multiple Measurement Vectors eess.SP · 2017 · author #6
  18. Simple Classification using Binary Data cs.LG · 2017 · author #1
  19. Boltzmann Enhancements of Biquasile Counting Invariants math.GT · 2017 · author #2
  20. Stochastic Gradient Descent for Linear Systems with Missing Data math.NA · 2017 · author #2
  21. Iterative methods for solving factorized linear systems math.NA · 2017 · author #2
  22. An Asynchronous Parallel Approach to Sparse Recovery cs.LG · 2017 · author #1
  23. Biquasiles and Dual Graph Diagrams math.GT · 2016 · author #1
  24. Batched Stochastic Gradient Descent with Weighted Sampling math.NA · 2016 · author #1
  25. Tolerant Compressed Sensing With Partially Coherent Sensing Matrices cs.IT · 2016 · author #3
  26. A Practical Study of Longitudinal Reference Based Compressed Sensing for MRI cs.IT · 2016 · author #5
  27. One-Bit Compressive Sensing of Dictionary-Sparse Signals cs.IT · 2016 · author #3
  28. Optimizing quantization for Lasso recovery cs.IT · 2016 · author #5
  29. Weighted $\ell_1$-Minimization for Sparse Recovery under Arbitrary Prior Information cs.IT · 2016 · author #1
  30. A Sampling Kaczmarz-Motzkin Algorithm for Linear Feasibility math.OC · 2016 · author #3
  31. Methods for Quantized Compressed Sensing cs.IT · 2015 · author #5
  32. A note on practical approximate projection schemes in signal space methods math.NA · 2015 · author #2
  33. Rows vs. Columns: Randomized Kaczmarz or Gauss-Seidel for Ridge Regression math.NA · 2015 · author #2
  34. Constrained adaptive sensing cs.IT · 2015 · author #3
  35. One-Bit Compressive Sensing with Partial Support math.NA · 2015 · author #2
  36. Convergence properties of the randomized extended Gauss-Seidel and Kaczmarz methods math.NA · 2015 · author #2
  37. Compressive Sensing with Redundant Dictionaries and Structured Measurements cs.IT · 2015 · author #2
  38. Practical approximate projection schemes in greedy signal space methods math.NA · 2014 · author #5
  39. Exponential decay of reconstruction error from binary measurements of sparse signals cs.IT · 2014 · author #3
  40. Linear Convergence of Stochastic Iterative Greedy Algorithms with Sparse Constraints math.NA · 2014 · author #2
  41. Block Kaczmarz Method with Inequalities math.NA · 2014 · author #2
  42. Two-Part Reconstruction with Noisy-Sudocodes cs.IT · 2014 · author #3
  43. Improving Image Clustering using Sparse Text and the Wisdom of the Crowds cs.LG · 2014 · author #3
  44. A Comparison of Clustering and Missing Data Methods for Health Sciences math.NA · 2014 · author #2
  45. Randomized Block Kaczmarz Method with Projection for Solving Least Squares math.NA · 2014 · author #1
  46. Near Oracle Performance and Block Analysis of Signal Space Greedy Methods math.NA · 2014 · author #2
  47. Guaranteed sparse signal recovery with highly coherent sensing matrices math.NA · 2013 · author #3
  48. Stochastic Gradient Descent, Weighted Sampling, and the Randomized Kaczmarz algorithm math.NA · 2013 · author #1
  49. Kaczmarz Algorithm with Soft Constraints for User Interface Layout cs.NA · 2013 · author #2
  50. Greedy Signal Space Methods for incoherence and beyond math.NA · 2013 · author #2
  51. Two-Part Reconstruction in Compressed Sensing cs.IT · 2013 · author #3
  52. On the Mathematics of Music: From Chords to Fourier Analysis math.HO · 2013 · author #2
  53. Super-resolution via superset selection and pruning cs.IT · 2013 · author #2
  54. Using Correlated Subset Structure for Compressive Sensing Recovery cs.IT · 2013 · author #2
  55. Near-optimal compressed sensing guarantees for total variation minimization math.NA · 2012 · author #1
  56. Paved with Good Intentions: Analysis of a Randomized Block Kaczmarz Method math.NA · 2012 · author #1
  57. Signal Space CoSaMP for Sparse Recovery with Redundant Dictionaries cs.IT · 2012 · author #2
  58. Two-subspace Projection Method for Coherent Overdetermined Systems (Technical Report) math.NA · 2012 · author #1
  59. Two-subspace Projection Method for Coherent Overdetermined Systems math.NA · 2012 · author #1
  60. Stable image reconstruction using total variation minimization cs.CV · 2012 · author #1
  61. Unicity conditions for low-rank matrix recovery math.NA · 2011 · author #2
  62. Acceleration of Randomized Kaczmarz Method via the Johnson-Lindenstrauss Lemma math.NA · 2010 · author #2
  63. Compressed Sensing with Coherent and Redundant Dictionaries math.NA · 2010 · author #3
  64. Mixed Operators in Compressed Sensing math.NA · 2010 · author #2
  65. Topics in Compressed Sensing math.NA · 2009 · author #1
  66. Noisy Signal Recovery via Iterative Reweighted L1-Minimization math.NA · 2009 · author #1
  67. Randomized Kaczmarz solver for noisy linear systems math.NA · 2009 · author #1
  68. Signal Recovery from Incomplete and Inaccurate Measurements via Regularized Orthogonal Matching Pursuit math.NA · 2007 · author #1
  69. Uniform Uncertainty Principle and signal recovery via Regularized Orthogonal Matching Pursuit math.NA · 2007 · author #1

Mentions

  • 1311.0314 #3 · backfill · confidence 0.70 Deanna Needell
  • 1310.5715 #1 · backfill · confidence 0.70 Deanna Needell
  • 1309.7001 #2 · backfill · confidence 0.70 Deanna Needell
  • 1309.2676 #2 · backfill · confidence 0.70 Deanna Needell
  • 2510.07630 #2 · arxiv_oai · confidence 0.70 Deanna Needell
  • 1306.5776 #3 · backfill · confidence 0.70 Deanna Needell
  • 1306.2859 #2 · backfill · confidence 0.70 Deanna Needell
  • 1302.6288 #2 · backfill · confidence 0.70 Deanna Needell
  • 1302.3918 #2 · backfill · confidence 0.70 Deanna Needell
  • 2605.24113 #2 · arxiv_oai · confidence 0.70 Deanna Needell
  • 1210.3098 #1 · backfill · confidence 0.70 Deanna Needell
  • 1208.3805 #1 · backfill · confidence 0.70 Deanna Needell
  • 1208.0353 #2 · backfill · confidence 0.70 Deanna Needell
  • 1204.0279 #1 · backfill · confidence 0.70 Deanna Needell
  • 1204.0277 #1 · backfill · confidence 0.70 Deanna Needell
  • 1202.6429 #1 · backfill · confidence 0.70 Deanna Needell
  • 1103.5479 #2 · backfill · confidence 0.70 Deanna Needell
  • 2605.17185 #3 · arxiv_oai · confidence 0.70 Deanna Needell
  • 1008.4397 #2 · backfill · confidence 0.70 Deanna Needell
  • 1005.2613 #3 · backfill · confidence 0.70 Deanna Needell
  • 1004.0033 #2 · backfill · confidence 0.70 Deanna Needell
  • 0905.4482 #1 · backfill · confidence 0.70 Deanna Needell
  • 0904.3780 #1 · backfill · confidence 0.70 Deanna Needell
  • 0902.0958 #1 · backfill · confidence 0.70 Deanna Needell
  • 0712.1360 #1 · backfill · confidence 0.70 Deanna Needell
  • 0707.4203 #1 · backfill · confidence 0.70 Deanna Needell

Frequent Coauthors