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Jian-Feng Cai

Identifiers

  • name variant Jian-Feng Cai 0.60 · backfill

Papers (34)

  1. Randomized conjugate gradient least squares math.NA · 2026 · author #2
  2. AdaPreLoRA: Adafactor Preconditioned Low-Rank Adaptation cs.LG · 2026 · author #3
  3. Online Riemannian Gradient Descent for Quantum State Tomography with Matrix Product Operators quant-ph · 2026 · author #1
  4. Improving Classifier-Free Guidance of Flow Matching via Manifold Projection cs.CV · 2026 · author #1
  5. Globally Optimal Solutions to a Class of Fractional Optimization Problems Based on Proximal Gradient Algorithm math.OC · 2023 · author #2
  6. Fast Single Image Reflection Suppression via Convex Optimization cs.CV · 2019 · author #4
  7. Large Scale 2D Spectral Compressed Sensing in Continuous Domain eess.SP · 2019 · author #1
  8. Enhanced Expressive Power and Fast Training of Neural Networks by Random Projections cs.LG · 2018 · author #1
  9. Data-Driven Tight Frame for Cryo-EM Image Denoising and Conformational Classification stat.CO · 2018 · author #7
  10. Exploiting the structure effectively and efficiently in low rank matrix recovery math.NA · 2018 · author #1
  11. Solving systems of phaseless equations via Riemannian optimization with optimal sampling complexity math.NA · 2018 · author #1
  12. Vandermonde Factorization of Hankel Matrix for Complex Exponential Signal Recovery -- Application in Fast NMR Spectroscopy eess.SP · 2018 · author #2
  13. Scalable Incremental Nonconvex Optimization Approach for Phase Retrieval math.OC · 2018 · author #2
  14. Accelerated Alternating Projections for Robust Principal Component Analysis cs.IT · 2017 · author #2
  15. Separation-Free Super-Resolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach cs.IT · 2017 · author #4
  16. Fast Rank One Alternating Minimization Algorithm for Phase Retrieval math.OC · 2017 · author #1
  17. Spectral Compressed Sensing via Projected Gradient Descent math.OC · 2017 · author #1
  18. Accelerated Magnetic Resonance Spectroscopy with Vandermonde Factorization physics.med-ph · 2017 · author #3
  19. Fast and Provable Algorithms for Spectrally Sparse Signal Reconstruction via Low-Rank Hankel Matrix Completion cs.IT · 2016 · author #1
  20. Hankel Matrix Nuclear Norm Regularized Tensor Completion for $N$-dimensional Exponential Signals stat.ML · 2016 · author #4
  21. Guarantees of Riemannian Optimization for Low Rank Matrix Completion math.NA · 2016 · author #2
  22. Guarantees of Riemannian Optimization for Low Rank Matrix Recovery math.NA · 2015 · author #2
  23. Precise Phase Transition of Total Variation Minimization cs.IT · 2015 · author #3
  24. Block Iterative Reweighted Algorithms for Super-Resolution of Spectrally Sparse Signals cs.IT · 2015 · author #3
  25. Projected Wirtinger Gradient Descent for Low-Rank Hankel Matrix Completion in Spectral Compressed Sensing cs.IT · 2015 · author #1
  26. Projected Iterative Soft-thresholding Algorithm for Tight Frames in Compressed Sensing Magnetic Resonance Imaging physics.med-ph · 2015 · author #3
  27. Fast Multi-class Dictionaries Learning with Geometrical Directions in MRI Reconstruction cs.CV · 2015 · author #2
  28. Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction cs.IT · 2015 · author #1
  29. Precise Semidefinite Programming Formulation of Atomic Norm Minimization for Recovering d-Dimensional ($d\geq 2$) Off-the-Grid Frequencies cs.IT · 2013 · author #2
  30. Guarantees of Total Variation Minimization for Signal Recovery cs.IT · 2013 · author #1
  31. Cine cone beam CT reconstruction using low-rank matrix factorization: algorithm and a proof-of-princple study physics.med-ph · 2012 · author #1
  32. Strongly Convex Programming for Exact Matrix Completion and Robust Principal Component Analysis cs.IT · 2011 · author #2
  33. Split Bregman Method for Sparse Inverse Covariance Estimation with Matrix Iteration Acceleration stat.ML · 2010 · author #2
  34. A Singular Value Thresholding Algorithm for Matrix Completion math.OC · 2008 · author #1

Mentions

  • 1509.04376 #3 · backfill · confidence 0.70 Jian-Feng Cai
  • 1809.02773 #1 · arxiv_oai · confidence 0.70 Jian-Feng Cai
  • 1711.05519 #2 · arxiv_oai · confidence 0.70 Jian-Feng Cai
  • 1604.02100 #4 · arxiv_oai · confidence 0.70 Jian-Feng Cai
  • 1603.06610 #2 · arxiv_oai · confidence 0.70 Jian-Feng Cai
  • 1511.01562 #2 · arxiv_oai · confidence 0.70 Jian-Feng Cai
  • 1503.02893 #1 · arxiv_oai · confidence 0.70 Jian-Feng Cai
  • 1507.08701 #3 · backfill · confidence 0.70 Jian-Feng Cai
  • 1507.03707 #1 · backfill · confidence 0.70 Jian-Feng Cai
  • 1504.07786 #3 · backfill · confidence 0.70 Jian-Feng Cai
  • 1503.02945 #2 · backfill · confidence 0.70 Jian-Feng Cai
  • 1503.02893 #1 · backfill · confidence 0.70 Jian-Feng Cai
  • 1312.0485 #2 · backfill · confidence 0.70 Jian-Feng Cai
  • 2306.11286 #2 · arxiv_oai · confidence 0.70 Jian-Feng Cai
  • 2605.25034 #2 · arxiv_oai · confidence 0.70 Jian-Feng Cai
  • 1301.6791 #1 · backfill · confidence 0.70 Jian-Feng Cai
  • 1204.3595 #1 · backfill · confidence 0.70 Jian-Feng Cai
  • 1112.3946 #2 · backfill · confidence 0.70 Jian-Feng Cai
  • 1012.0975 #2 · backfill · confidence 0.70 Jian-Feng Cai
  • 0810.3286 #1 · backfill · confidence 0.70 Jian-Feng Cai

Frequent Coauthors