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Wotao Yin

Identifiers

  • name variant Wotao Yin 0.60 · backfill

Papers (62)

  1. Deeply Learned Robust Matrix Completion for Large-scale Low-rank Data Recovery cs.LG · 2024 · author #4
  2. Consistent Dynamic Mode Decomposition math.NA · 2019 · author #2
  3. Acceleration of SVRG and Katyusha X by Inexact Preconditioning math.OC · 2019 · author #3
  4. Plug-and-Play Methods Provably Converge with Properly Trained Denoisers cs.CV · 2019 · author #6
  5. Markov Chain Block Coordinate Descent math.OC · 2018 · author #4
  6. On Markov Chain Gradient Descent math.OC · 2018 · author #3
  7. Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds cs.LG · 2018 · author #4
  8. LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning stat.ML · 2018 · author #4
  9. Breaking the Span Assumption Yields Fast Finite-Sum Minimization math.OC · 2018 · author #4
  10. A fast and accurate basis pursuit denoising algorithm with application to super-resolving tomographic SAR eess.IV · 2018 · author #3
  11. Algorithm for Hamilton-Jacobi equations in density space via a generalized Hopf formula math.NA · 2018 · author #4
  12. An Envelope for Davis-Yin Splitting and Strict Saddle Point Avoidance math.OC · 2018 · author #2
  13. Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization math.OC · 2018 · author #6
  14. A2BCD: An Asynchronous Accelerated Block Coordinate Descent Algorithm With Optimal Complexity math.OC · 2018 · author #3
  15. Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning stat.ML · 2018 · author #4
  16. Run-and-Inspect Method for Nonconvex Optimization and Global Optimality Bounds for R-Local Minimizers math.OC · 2017 · author #3
  17. Straggler Mitigation in Distributed Optimization Through Data Encoding stat.ML · 2017 · author #4
  18. Fast non-coplanar beam orientation optimization based on group sparsity physics.med-ph · 2017 · author #4
  19. First and Second Order Methods for Online Convolutional Dictionary Learning cs.LG · 2017 · author #4
  20. Proximal-Proximal-Gradient Method math.OC · 2017 · author #2
  21. More Iterations per Second, Same Quality -- Why Asynchronous Algorithms may Drastically Outperform Traditional Ones math.OC · 2017 · author #2
  22. Online Convolutional Dictionary Learning cs.LG · 2017 · author #4
  23. A New Use of Douglas-Rachford Splitting and ADMM for Identifying Infeasible, Unbounded, and Pathological Conic Programs math.OC · 2017 · author #3
  24. Asynchronous Coordinate Descent under More Realistic Assumptions math.OC · 2017 · author #3
  25. Algorithm for Overcoming the Curse of Dimensionality for State-dependent Hamilton-Jacobi equations math.OC · 2017 · author #4
  26. Expander Graph and Communication-Efficient Decentralized Optimization math.OC · 2016 · author #4
  27. Decentralized Consensus Optimization with Asynchrony and Delays math.OC · 2016 · author #4
  28. Cyclic Coordinate Update Algorithms for Fixed-Point Problems: Analysis and Applications math.OC · 2016 · author #3
  29. A Primer on Coordinate Descent Algorithms math.OC · 2016 · author #4
  30. On Unbounded Delays in Asynchronous Parallel Fixed-Point Algorithms math.OC · 2016 · author #2
  31. On Nonconvex Decentralized Gradient Descent math.OC · 2016 · author #2
  32. TMAC: A Toolbox of Modern Async-Parallel, Coordinate, Splitting, and Stochastic Methods math.OC · 2016 · author #3
  33. Coordinate Friendly Structures, Algorithms and Applications math.OC · 2016 · author #5
  34. Global Convergence of ADMM in Nonconvex Nonsmooth Optimization math.OC · 2015 · author #2
  35. ExtraPush for convex smooth decentralized optimization over directed networks math.OC · 2015 · author #2
  36. Optimal Sparse Kernel Learning for Hyperspectral Anomaly Detection cs.LG · 2015 · author #4
  37. ARock: an Algorithmic Framework for Asynchronous Parallel Coordinate Updates math.OC · 2015 · author #4
  38. A Three-Operator Splitting Scheme and its Optimization Applications math.OC · 2015 · author #2
  39. A globally convergent algorithm for nonconvex optimization based on block coordinate update math.OC · 2014 · author #2
  40. A fast patch-dictionary method for whole image recovery cs.CV · 2014 · author #2
  41. Block stochastic gradient iteration for convex and nonconvex optimization math.OC · 2014 · author #2
  42. Faster convergence rates of relaxed Peaceman-Rachford and ADMM under regularity assumptions math.OC · 2014 · author #2
  43. Sparse Recovery via Differential Inclusions math.ST · 2014 · author #5
  44. Convergence rate analysis of several splitting schemes math.OC · 2014 · author #2
  45. EXTRA: An Exact First-Order Algorithm for Decentralized Consensus Optimization math.OC · 2014 · author #4
  46. Video Compressive Sensing for Dynamic MRI cs.CV · 2014 · author #2
  47. Democratic Representations cs.IT · 2014 · author #3
  48. Parallel Multi-Block ADMM with o(1/k) Convergence math.OC · 2013 · author #4
  49. Parallel matrix factorization for low-rank tensor completion cs.NA · 2013 · author #3
  50. On the Convergence of Decentralized Gradient Descent math.OC · 2013 · author #3
  51. A dual algorithm for a class of augmented convex models math.OC · 2013 · author #3
  52. On the Linear Convergence of the ADMM in Decentralized Consensus Optimization math.OC · 2013 · author #5
  53. Gradient methods for convex minimization: better rates under weaker conditions math.OC · 2013 · author #2
  54. Extracting respiratory signals from thoracic cone beam CT projections physics.med-ph · 2012 · author #3
  55. Necessary and sufficient conditions of solution uniqueness in $\ell_1$ minimization cs.IT · 2012 · author #2
  56. Augmented L1 and Nuclear-Norm Models with a Globally Linearly Convergent Algorithm cs.IT · 2012 · author #2
  57. Fast Linearized Bregman Iteration for Compressive Sensing and Sparse Denoising math.OC · 2011 · author #4
  58. An Alternating Direction Algorithm for Matrix Completion with Nonnegative Factors cs.IT · 2011 · author #2
  59. Collaborative Spectrum Sensing from Sparse Observations in Cognitive Radio Networks cs.IT · 2010 · author #2
  60. Collaborative Spectrum Sensing from Sparse Observations Using Matrix Completion for Cognitive Radio Networks cs.IT · 2010 · author #2
  61. Sparse Signal Reconstruction via Iterative Support Detection cs.IT · 2009 · author #2
  62. A Matlab Implementation of a Flat Norm Motivated Polygonal Edge Matching Method using a Decomposition of Boundary into Four 1-Dimensional Currents cs.CV · 2008 · author #2

Mentions

  • 1401.7715 #2 · backfill · confidence 0.70 Wotao Yin
  • 1401.3420 #3 · backfill · confidence 0.70 Wotao Yin
  • 1312.3040 #4 · backfill · confidence 0.70 Wotao Yin
  • 1312.1254 #3 · backfill · confidence 0.70 Wotao Yin
  • 1310.7063 #3 · backfill · confidence 0.70 Wotao Yin
  • 1308.6337 #3 · backfill · confidence 0.70 Wotao Yin
  • 1307.5561 #5 · backfill · confidence 0.70 Wotao Yin
  • 1303.4645 #2 · backfill · confidence 0.70 Wotao Yin
  • 1210.7735 #3 · backfill · confidence 0.70 Wotao Yin
  • 1209.0652 #2 · backfill · confidence 0.70 Wotao Yin
  • 1201.4615 #2 · backfill · confidence 0.70 Wotao Yin
  • 2501.00677 #4 · arxiv_oai · confidence 0.70 Wotao Yin
  • 1104.0262 #4 · backfill · confidence 0.70 Wotao Yin
  • 1103.1168 #2 · backfill · confidence 0.70 Wotao Yin
  • 1008.4348 #2 · backfill · confidence 0.70 Wotao Yin
  • 1001.2038 #2 · backfill · confidence 0.70 Wotao Yin
  • 0909.4359 #2 · backfill · confidence 0.70 Wotao Yin
  • 0812.0340 #2 · backfill · confidence 0.70 Wotao Yin

Frequent Coauthors