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Namrata Vaswani

Identifiers

  • name variant Namrata Vaswani 0.60 · backfill

Papers (36)

  1. Phaseless Subspace Tracking cs.LG · 2018 · author #2
  2. Static and Dynamic Robust PCA and Matrix Completion: A Review cs.IT · 2018 · author #1
  3. Nearly Optimal Robust Subspace Tracking cs.IT · 2017 · author #2
  4. Video Denoising and Enhancement via Dynamic Video Layering cs.CV · 2017 · author #2
  5. Finite Sample Guarantees for PCA in Non-Isotropic and Data-Dependent Noise stat.ML · 2017 · author #1
  6. Provable Dynamic Robust PCA or Robust Subspace Tracking cs.IT · 2017 · author #2
  7. PCA in Data-Dependent Noise (Correlated-PCA): Nearly Optimal Finite Sample Guarantees cs.IT · 2017 · author #1
  8. A Simple Generalization of a Result for Random Matrices with Independent Sub-Gaussian Rows math.PR · 2016 · author #1
  9. Correlated-PCA: Principal Components' Analysis when Data and Noise are Correlated cs.LG · 2016 · author #1
  10. Correlated-PCA: Principal Components' Analysis when Data and Noise are Correlated cs.LG · 2016 · author #1
  11. Low Rank Phase Retrieval cs.IT · 2016 · author #1
  12. Recursive Recovery of Sparse Signal Sequences from Compressive Measurements: A Review cs.IT · 2016 · author #1
  13. Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees cs.IT · 2016 · author #3
  14. Online Matrix Completion and Online Robust PCA cs.IT · 2015 · author #2
  15. A Correctness Result for Online Robust PCA cs.IT · 2014 · author #2
  16. Performance Guarantees for ReProCS -- Correlated Low-Rank Matrix Entries Case cs.IT · 2014 · author #2
  17. Recursive Robust PCA or Recursive Sparse Recovery in Large but Structured Noise (parts 1 and 2 combined) cs.IT · 2013 · author #2
  18. An Online Algorithm for Separating Sparse and Low-dimensional Signal Sequences from their Sum cs.IT · 2013 · author #3
  19. Time Invariant Error Bounds for Modified-CS based Sparse Signal Sequence Recovery cs.IT · 2013 · author #2
  20. Recursive Sparse Recovery in Large but Structured Noise - Part 2 cs.IT · 2013 · author #2
  21. Recursive Robust PCA or Recursive Sparse Recovery in Large but Structured Noise cs.IT · 2012 · author #2
  22. Exact Reconstruction Conditions for Regularized Modified Basis Pursuit cs.IT · 2011 · author #2
  23. ReProCS: A Missing Link between Recursive Robust PCA and Recursive Sparse Recovery in Large but Correlated Noise cs.IT · 2011 · author #2
  24. Stability of Modified-CS and LS-CS for Recursive Reconstruction of Sparse Signal Sequences cs.IT · 2011 · author #1
  25. Support-Predicted Modified-CS for Recursive Robust Principal Components' Pursuit cs.IT · 2011 · author #2
  26. Real-time Robust Principal Components' Pursuit cs.CV · 2010 · author #2
  27. Stability (over time) of Modified-CS and LS-CS for Recursive Causal Sparse Reconstruction cs.IT · 2010 · author #1
  28. Regularized Modified BPDN for Noisy Sparse Reconstruction with Partial Erroneous Support and Signal Value Knowledge cs.IT · 2010 · author #2
  29. KF-CS: Compressive Sensing on Kalman Filtered Residual cs.IT · 2009 · author #1
  30. LS-CS-residual (LS-CS): Compressive Sensing on Least Squares Residual cs.IT · 2009 · author #1
  31. Modified Basis Pursuit Denoising(MODIFIED-BPDN) for Noisy Compressive Sensing with Partially Known Support cs.IT · 2009 · author #2
  32. The Wiener-Khinchin Theorem for Non-wide Sense stationary Random Processes math.ST · 2009 · author #2
  33. Modified-CS: Modifying Compressive Sensing for Problems with Partially Known Support cs.IT · 2009 · author #1
  34. Analyzing Least Squares and Kalman Filtered Compressed Sensing cs.IT · 2009 · author #1
  35. Particle Filtering for Large Dimensional State Spaces with Multimodal Observation Likelihoods cs.IT · 2008 · author #1
  36. Kalman Filtered Compressed Sensing cs.IT · 2008 · author #1

Mentions

  • 1312.5641 #2 · backfill · confidence 0.70 Namrata Vaswani
  • 1310.4261 #3 · backfill · confidence 0.70 Namrata Vaswani
  • 1305.0842 #2 · backfill · confidence 0.70 Namrata Vaswani
  • 1303.1144 #2 · backfill · confidence 0.70 Namrata Vaswani
  • 1211.3754 #2 · backfill · confidence 0.70 Namrata Vaswani
  • 1108.3350 #2 · backfill · confidence 0.70 Namrata Vaswani
  • 1106.3286 #2 · backfill · confidence 0.70 Namrata Vaswani
  • 1104.2108 #1 · backfill · confidence 0.70 Namrata Vaswani
  • 1102.5559 #2 · backfill · confidence 0.70 Namrata Vaswani
  • 1010.0608 #2 · backfill · confidence 0.70 Namrata Vaswani
  • 1006.4818 #1 · backfill · confidence 0.70 Namrata Vaswani
  • 1002.0019 #2 · backfill · confidence 0.70 Namrata Vaswani
  • 0912.1628 #1 · backfill · confidence 0.70 Namrata Vaswani
  • 0911.5524 #1 · backfill · confidence 0.70 Namrata Vaswani
  • 0910.1623 #2 · backfill · confidence 0.70 Namrata Vaswani
  • 0904.0602 #2 · backfill · confidence 0.70 Namrata Vaswani
  • 0903.5074 #1 · backfill · confidence 0.70 Namrata Vaswani
  • 0903.5066 #1 · backfill · confidence 0.70 Namrata Vaswani
  • 0805.0053 #1 · backfill · confidence 0.70 Namrata Vaswani
  • 0804.0819 #1 · backfill · confidence 0.70 Namrata Vaswani

Frequent Coauthors