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Frank E. Curtis

Identifiers

  • name variant Frank E. Curtis 0.60 · backfill

Papers (19)

  1. Robust Server Defense Against Unreliable Clients in One-Shot Fair Collaborative Machine Learning cs.LG · 2026 · author #2
  2. Low-Order Explicit Hessian Imitation Method for Large-Scale Supervised Machine Learning math.OC · 2026 · author #7
  3. Progressively Sampled Equality-Constrained Optimization math.OC · 2025 · author #1
  4. Gradient Sampling Methods for Nonsmooth Optimization math.OC · 2018 · author #2
  5. Concise Complexity Analyses for Trust-Region Methods math.OC · 2018 · author #1
  6. Regional Complexity Analysis of Algorithms for Nonconvex Smooth Optimization math.OC · 2018 · author #1
  7. A Stochastic Trust Region Algorithm Based on Careful Step Normalization math.OC · 2017 · author #1
  8. An Accelerated Communication-Efficient Primal-Dual Optimization Framework for Structured Machine Learning math.OC · 2017 · author #3
  9. A Self-Correcting Variable-Metric Algorithm Framework for Nonsmooth Optimization math.OC · 2017 · author #1
  10. An Inexact Regularized Newton Framework with a Worst-Case Iteration Complexity of $\mathcal{O}(\epsilon^{-3/2})$ for Nonconvex Optimization math.OC · 2017 · author #1
  11. Complexity Analysis of a Trust Funnel Algorithm for Equality Constrained Optimization math.NA · 2017 · author #1
  12. Optimization Methods for Supervised Machine Learning: From Linear Models to Deep Learning stat.ML · 2017 · author #1
  13. Exploiting Negative Curvature in Deterministic and Stochastic Optimization math.OC · 2017 · author #1
  14. R-Linear Convergence of Limited Memory Steepest Descent math.OC · 2016 · author #1
  15. Optimization Methods for Large-Scale Machine Learning stat.ML · 2016 · author #2
  16. A Reduced-Space Algorithm for Minimizing $\ell_1$-Regularized Convex Functions math.OC · 2016 · author #2
  17. Primal-Dual Active-Set Methods for Isotonic Regression and Trend Filtering math.OC · 2015 · author #2
  18. Adaptive Augmented Lagrangian Methods: Algorithms and Practical Numerical Experience math.OC · 2014 · author #1
  19. Matrix-Free Solvers for Exact Penalty Subproblems math.OC · 2014 · author #2

Mentions

  • 1408.4500 #1 · backfill · confidence 0.70 Frank E. Curtis
  • 1402.1917 #2 · backfill · confidence 0.70 Frank E. Curtis

Frequent Coauthors