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Zhihua Zhang

Identifiers

  • name variant Zhihua Zhang 0.60 · backfill

Papers (52)

  1. Layerwise Terminal Discrepancy in Chen's Reverse-Heat Coupling on the Boolean Cube math.FA · 2026 · author #2
  2. Finite-Iteration Local Dynamics and Warm Starts for Alternating Power Iteration in Spiked Tensor PCA stat.ML · 2026 · author #2
  3. Last-Iterate Analyses of FTRL with the 1/2-Tsallis Entropy in Stochastic Bandits cs.LG · 2025 · author #3
  4. Finite-Time Decoupled Convergence in Nonlinear Two-Time-Scale Stochastic Approximation math.OC · 2024 · author #3
  5. Lipschitz Generative Adversarial Nets cs.LG · 2019 · author #8
  6. Do Subsampled Newton Methods Work for High-Dimensional Data? stat.ML · 2019 · author #3
  7. Hierarchical Attention: What Really Counts in Various NLP Tasks cs.CL · 2018 · author #2
  8. Understanding the Effectiveness of Lipschitz-Continuity in Generative Adversarial Nets cs.LG · 2018 · author #7
  9. Interpolatron: Interpolation or Extrapolation Schemes to Accelerate Optimization for Deep Neural Networks stat.ML · 2018 · author #4
  10. Nesterov's Acceleration For Approximate Newton cs.LG · 2017 · author #2
  11. Nestrov's Acceleration For Second Order Method cs.LG · 2017 · author #2
  12. Robust Frequent Directions with Application in Online Learning cs.LG · 2017 · author #3
  13. Approximate Newton Methods math.NA · 2017 · author #3
  14. Communication Lower Bounds for Distributed Convex Optimization: Partition Data on Features cs.LG · 2016 · author #3
  15. Tighter bound of Sketched Generalized Matrix Approximation cs.NA · 2016 · author #3
  16. An Efficient Character-Level Neural Machine Translation cs.CL · 2016 · author #2
  17. Revisiting Sub-sampled Newton Methods math.OC · 2016 · author #3
  18. A Proximal Stochastic Quasi-Newton Algorithm cs.LG · 2016 · author #3
  19. Wishart Mechanism for Differentially Private Principal Components Analysis cs.CR · 2015 · author #3
  20. A New Relaxation Approach to Normalized Hypergraph Cut cs.LG · 2015 · author #3
  21. S-PowerGraph: Streaming Graph Partitioning for Natural Graphs by Vertex-Cut cs.SI · 2015 · author #3
  22. A Simple Approach to Optimal CUR Decomposition cs.NA · 2015 · author #3
  23. Nonconvex Penalization in Sparse Estimation: An Approach Based on the Bernstein Function stat.ML · 2015 · author #1
  24. The Singular Value Decomposition, Applications and Beyond cs.LG · 2015 · author #1
  25. A Parallel algorithm for $\mathcal{X}$-Armed bandits stat.ML · 2015 · author #3
  26. A Scalable and Extensible Framework for Superposition-Structured Models cs.NA · 2015 · author #3
  27. Improved Analyses of the Randomized Power Method and Block Lanczos Method cs.NA · 2015 · author #2
  28. On the Global Convergence of Majorization Minimization Algorithms for Nonconvex Optimization Problems cs.NA · 2015 · author #2
  29. The obstacle problem for nonlinear degenerate equations with $L^{1}$-data math.AP · 2015 · author #3
  30. Fast Spectral Low Rank Matrix Approximation cs.NA · 2015 · author #2
  31. Towards More Efficient SPSD Matrix Approximation and CUR Matrix Decomposition cs.LG · 2015 · author #2
  32. A Nonconvex Approach for Structured Sparse Learning cs.IT · 2015 · author #3
  33. Adjusting Leverage Scores by Row Weighting: A Practical Approach to Coherent Matrix Completion cs.LG · 2014 · author #3
  34. Group Orbit Optimization: A Unified Approach to Data Normalization cs.NA · 2014 · author #2
  35. SPSD Matrix Approximation vis Column Selection: Theories, Algorithms, and Extensions cs.LG · 2014 · author #3
  36. Self-organized vanadium and nitrogen co-doped titania nanotube arrays with enhanced photocatalytic reduction of CO2 into CH4 cond-mat.mes-hall · 2014 · author #2
  37. Enhancement of Visible-Light-Induced Photocurrent and Photocatalytic Activity of V and N Codoped TiO2 Nanotube Array Films cond-mat.mtrl-sci · 2014 · author #3
  38. Some operator convex functions of several variables math.FA · 2014 · author #1
  39. Efficient Algorithms and Error Analysis for the Modified Nystrom Method cs.LG · 2014 · author #2
  40. Characterisation of matrix entropies math-ph · 2014 · author #2
  41. The Bernstein Function: A Unifying Framework of Nonconvex Penalization in Sparse Estimation stat.ML · 2013 · author #1
  42. The Matrix Ridge Approximation: Algorithms and Applications stat.ML · 2013 · author #1
  43. Compound Poisson Processes, Latent Shrinkage Priors and Bayesian Nonconvex Penalization stat.ML · 2013 · author #1
  44. Kinetic Energy Plus Penalty Functions for Sparse Estimation stat.ML · 2013 · author #1
  45. Improving CUR Matrix Decomposition and the Nystr\"{o}m Approximation via Adaptive Sampling cs.LG · 2013 · author #2
  46. A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound cs.LG · 2012 · author #2
  47. Bayesian Multicategory Support Vector Machines cs.LG · 2012 · author #1
  48. EP-GIG Priors and Applications in Bayesian Sparse Learning stat.ML · 2012 · author #1
  49. Coherence Functions with Applications in Large-Margin Classification Methods stat.ML · 2012 · author #1
  50. Multiway Spectral Clustering: A Margin-Based Perspective stat.ME · 2011 · author #1
  51. On Edwards-Child's inequality math.MG · 2010 · author #2
  52. On the circumradius of a special class of n-simplices math.MG · 2010 · author #2

Mentions

  • 1511.05680 #3 · backfill · confidence 0.70 Zhihua Zhang
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  • 1702.08124 #3 · arxiv_oai · confidence 0.70 Zhihua Zhang
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Frequent Coauthors