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Justin Romberg

Identifiers

  • name variant Justin Romberg 0.60 · backfill

Papers (46)

  1. A Fast Broadband Beamspace Transformation eess.SP · 2025 · author #4
  2. Finite-Time Analysis of Distributed TD(0) with Linear Function Approximation for Multi-Agent Reinforcement Learning math.OC · 2019 · author #3
  3. Appearance-based Gesture recognition in the compressed domain cs.CV · 2019 · author #3
  4. Trading beams for bandwidth: Imaging with randomized beamforming eess.SP · 2019 · author #3
  5. Fast Convergence Rates of Distributed Subgradient Methods with Adaptive Quantization math.OC · 2018 · author #3
  6. Distributed Stochastic Approximation for Solving Network Optimization Problems Under Random Quantization math.OC · 2018 · author #3
  7. Fast Convex Pruning of Deep Neural Networks cs.LG · 2018 · author #3
  8. ROAST: Rapid Orthogonal Approximate Slepian Transform cs.IT · 2017 · author #5
  9. Spectral Methods for Passive Imaging: Non-asymptotic Performance and Robustness cs.IT · 2017 · author #3
  10. The Eigenvalue Distribution of Discrete Periodic Time-Frequency Limiting Operators cs.IT · 2017 · author #4
  11. Solving Equations of Random Convex Functions via Anchored Regression cs.LG · 2017 · author #2
  12. Algebraic Connectivity Under Site Percolation in Finite Weighted Graphs math.PR · 2016 · author #2
  13. Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee cs.LG · 2016 · author #4
  14. The Fast Slepian Transform math.NA · 2016 · author #4
  15. Fast and guaranteed blind multichannel deconvolution under a bilinear system model math.NA · 2016 · author #3
  16. Phase Retrieval Meets Statistical Learning Theory: A Flexible Convex Relaxation cs.IT · 2016 · author #2
  17. Empirical Chaos Processes and Blind Deconvolution cs.IT · 2016 · author #3
  18. A Light-powered, Always-On, Smart Camera with Compressed Domain Gesture Detection cs.CV · 2016 · author #4
  19. Sweep Distortion Removal from THz Images via Blind Demodulation cs.CV · 2016 · author #4
  20. Learning Shapes by Convex Composition cs.CV · 2016 · author #2
  21. An overview of low-rank matrix recovery from incomplete observations cs.IT · 2016 · author #2
  22. Sketching for Simultaneously Sparse and Low-Rank Covariance Matrices cs.IT · 2015 · author #2
  23. Efficient Compressive Phase Retrieval with Constrained Sensing Vectors cs.IT · 2015 · author #2
  24. Near-Optimal Estimation of Simultaneously Sparse and Low-Rank Matrices from Nested Linear Measurements math.ST · 2015 · author #2
  25. Compressive Sampling of Ensembles of Correlated Signals cs.IT · 2015 · author #2
  26. Convex Cardinal Shape Composition math.OC · 2015 · author #2
  27. Lifting for Blind Deconvolution in Random Mask Imaging: Identifiability and Convex Relaxation cs.IT · 2014 · author #2
  28. Compressive Deconvolution in Random Mask Imaging cs.IT · 2014 · author #2
  29. Compressed Subspace Matching on the Continuum cs.IT · 2014 · author #2
  30. Compressive Multiplexing of Correlated Signals cs.IT · 2013 · author #2
  31. Sparse Recovery of Streaming Signals Using L1-Homotopy cs.IT · 2013 · author #2
  32. Sparse Shape Reconstruction math.FA · 2013 · author #2
  33. Convergence Speed of a Dynamical System for Sparse Recovery math.DS · 2013 · author #3
  34. Blind Deconvolution using Convex Programming cs.IT · 2012 · author #3
  35. Fast and Accurate Algorithms for Re-Weighted L1-Norm Minimization stat.CO · 2012 · author #2
  36. Compressive Matched-Field Processing cs.IT · 2011 · author #2
  37. Convergence and Rate Analysis of Neural Networks for Sparse Approximation math.DS · 2011 · author #2
  38. Matched Filtering from Limited Frequency Samples cs.IT · 2011 · author #2
  39. Restricted Isometries for Partial Random Circulant Matrices cs.IT · 2010 · author #2
  40. Sparse Channel Separation using Random Probes math.NA · 2010 · author #1
  41. Channel Protection: Random Coding Meets Sparse Channels cs.IT · 2009 · author #3
  42. Dynamic Updating for L1 Minimization cs.IT · 2009 · author #2
  43. Sparsity and Incoherence in Compressive Sampling math.ST · 2006 · author #2
  44. Stable Signal Recovery from Incomplete and Inaccurate Measurements math.NA · 2005 · author #2
  45. Quantitative Robust Uncertainty Principles and Optimally Sparse Decompositions math.CA · 2004 · author #2
  46. Robust Uncertainty Principles: Exact Signal Reconstruction from Highly Incomplete Frequency Information math.NA · 2004 · author #2

Mentions

  • 1303.0018 #2 · backfill · confidence 0.70 Justin Romberg
  • 1301.1272 #3 · backfill · confidence 0.70 Justin Romberg
  • 1211.5608 #3 · backfill · confidence 0.70 Justin Romberg
  • 1208.0651 #2 · backfill · confidence 0.70 Justin Romberg
  • 1109.0318 #2 · backfill · confidence 0.70 Justin Romberg
  • 1107.5988 #2 · backfill · confidence 0.70 Justin Romberg
  • 1101.2713 #2 · backfill · confidence 0.70 Justin Romberg
  • 1010.1847 #2 · backfill · confidence 0.70 Justin Romberg
  • 1002.4222 #1 · backfill · confidence 0.70 Justin Romberg
  • 0908.4265 #3 · backfill · confidence 0.70 Justin Romberg
  • 0903.1443 #2 · backfill · confidence 0.70 Justin Romberg

Frequent Coauthors