In Preparation/Submitted

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Published

  • Jérôme Bolte, Edouard Pauwels, ASF, Differentiating Nonsmooth Solutions to Parametric Monotone Inclusion Problems
    SIAM Optimization [Publisher] [arXiv]
  • ASF, Cesare Molinari, Jalal Fadili, A Stochastic Bregman Primal-Dual Splitting Algorithm for Composite Optimization
    Pure and Applied Functional Analysis 2023, Special Edition in honor of Lev Bregman [Publisher] [arXiv]
  • Jérôme Bolte, Tâm Lê, Edouard Pauwels, ASF, Nonsmooth Implicit Differentiation for Machine Learning and Optimization
    Neural Information Processing Systems NeurIPS [Publisher] [arXiv]
  • ASF, Cesare Molinari, Jalal Fadili, Inexact and Stochastic Generalized Conditional Gradient with Augmented Lagrangian and Proximal Step
    Journal of Nonsmooth Analysis and Optimization [Publisher] [arXiv]
  • ASF, Cesare Molinari, Jalal Fadili, Generalized Conditional Gradient with Augmented Lagrangian for Composite Minimization
    SIAM Optimization [Publisher] [arXiv]
  • Kathy Gray, Brittany Hampton, ASF, Allison McConnel, Casey Bausell, Comparison of Bayesian Credible Intervals to Frequentist Confidence Intervals
    Journal of Modern Applied Statistical Methods [Publisher (pdf)]


PhD Thesis

  • ASF, First-Order Noneuclidean Splitting Methods for Large-Scale Optimization: Deterministic and Stochastic Algorithms
    University of Caen, Normandie [HAL]