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Damek Davis

Identifiers

  • name variant Damek Davis 0.60 · backfill

Papers (30)

  1. Average Gradient Outer Product in kernel regression provably recovers the central subspace for multi-index models stat.ML · 2026 · author #2
  2. Forbidden subgraphs in divisor graphs and an Erd\H{o}s divisibility problem math.CO · 2026 · author #1
  3. A short proof of near-linear convergence of adaptive gradient descent under fourth-order growth and convexity math.OC · 2026 · author #1
  4. The sharp one-dimensional convex sub-Gaussian comparison constant math.PR · 2026 · author #1
  5. Stochastic algorithms with geometric step decay converge linearly on sharp functions math.OC · 2019 · author #1
  6. Low-rank matrix recovery with composite optimization: good conditioning and rapid convergence math.OC · 2019 · author #3
  7. Composite optimization for robust blind deconvolution math.OC · 2019 · author #2
  8. Graphical Convergence of Subgradients in Nonconvex Optimization and Learning math.OC · 2018 · author #1
  9. Global Convergence of EM Algorithm for Mixtures of Two Component Linear Regression stat.ML · 2018 · author #5
  10. Stochastic model-based minimization under high-order growth math.OC · 2018 · author #1
  11. Stochastic subgradient method converges on tame functions math.OC · 2018 · author #1
  12. Stochastic model-based minimization of weakly convex functions math.OC · 2018 · author #1
  13. Subgradient methods for sharp weakly convex functions math.OC · 2018 · author #1
  14. Complexity of finding near-stationary points of convex functions stochastically math.OC · 2018 · author #1
  15. Stochastic subgradient method converges at the rate $O(k^{-1/4})$ on weakly convex functions math.OC · 2018 · author #1
  16. The nonsmooth landscape of phase retrieval math.OC · 2017 · author #1
  17. Proximally Guided Stochastic Subgradient Method for Nonsmooth, Nonconvex Problems math.OC · 2017 · author #1
  18. Forward-Backward-Half Forward Algorithm for Solving Monotone Inclusions math.OC · 2017 · author #2
  19. A SMART Stochastic Algorithm for Nonconvex Optimization with Applications to Robust Machine Learning stat.ML · 2016 · author #2
  20. The Sound of APALM Clapping: Faster Nonsmooth Nonconvex Optimization with Stochastic Asynchronous PALM math.OC · 2016 · author #1
  21. The Asynchronous PALM Algorithm for Nonsmooth Nonconvex Problems math.OC · 2016 · author #1
  22. SMART: The Stochastic Monotone Aggregated Root-Finding Algorithm math.OC · 2016 · author #1
  23. An $O(n\log(n))$ Algorithm for Projecting Onto the Ordered Weighted $\ell_1$ Norm Ball math.OC · 2015 · author #1
  24. A Three-Operator Splitting Scheme and its Optimization Applications math.OC · 2015 · author #1
  25. Convergence rate analysis of the forward-Douglas-Rachford splitting scheme math.OC · 2014 · author #1
  26. Convergence rate analysis of primal-dual splitting schemes math.OC · 2014 · author #1
  27. Faster convergence rates of relaxed Peaceman-Rachford and ADMM under regularity assumptions math.OC · 2014 · author #1
  28. Convergence rate analysis of several splitting schemes math.OC · 2014 · author #1
  29. On the Design and Analysis of Multiple View Descriptors cs.CV · 2013 · author #3
  30. Factorial and Noetherian Subrings of Power Series Rings math.AG · 2009 · author #1

Mentions

  • 1505.00870 #1 · backfill · confidence 0.70 Damek Davis
  • 1504.01032 #1 · backfill · confidence 0.70 Damek Davis
  • 1410.2654 #1 · backfill · confidence 0.70 Damek Davis
  • 1408.4419 #1 · backfill · confidence 0.70 Damek Davis
  • 1407.5210 #1 · backfill · confidence 0.70 Damek Davis
  • 1406.4834 #1 · backfill · confidence 0.70 Damek Davis
  • 1311.6048 #3 · backfill · confidence 0.70 Damek Davis
  • 0910.3999 #1 · backfill · confidence 0.70 Damek Davis

Frequent Coauthors