Assistant Professor, University of Twente

Email: marcello.carioni.math AT gmail.com

Home-page: https://marcellocarioni.github.io/

Available papers (20):

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• M. Carioni - J. A. Iglesias - D. Walter (Foundations of Computational Mathematics)
  Extremal points and sparse optimization for generalized Kantorovich-Rubinstein norms (2024)
• K. Bredies - M. Carioni - S. Fanzon - D. Walter (Mathematical Programming)
  Asymptotic linear convergence of Fully-Corrective Generalized Conditional Gradient methods (2023)
• K. Bredies - M. Carioni - M. Holler - Y. Korolev - C. B. Schönlieb (preprint)
  A sparse optimization approach to infinite infimal convolution regularization (2023)
• M. Carioni - Leonardo Del Grande (preprint)
  A General Theory for Exact Sparse Representation Recovery in Convex Optimization (2023)
• M. Carioni - S. Mukherjee - Hong Ye Tan - J. Tang (preprint)
  Unsupervised approaches based on optimal transport and convex analysis for inverse problems in imaging (2023)
• K. Bredies - M. Carioni - S. Fanzon - F. Romero (Foundations of Computational Mathematics)
  A generalized conditional gradient method for dynamic inverse problems with optimal transport regularization (2022)
• K. Bredies - M. Carioni - S. Fanzon (Communications in Partial Differential Equations)
  A superposition principle for the inhomogeneous continuity equation with Hellinger-Kantorovich-regular coefficients (2022)
• K. Bredies - M. Carioni - M. Holler (Inverse Problems)
  Regularization Graphs - A unified framework for variational regularization of inverse problems (2022)
• K. Bredies - M. Carioni - S. Fanzon - F. Romero (Bulletin of the London Mathematical Society)
  On the extremal points of the ball of the Benamou-Brenier energy (2021)
• S. Mukherjee - M. Carioni - O. Öktem - C. B. Schönlieb (Proceedings: NeurIPS 2021)
  End-to-end reconstruction meets data-driven regularization for inverse problems (2021)
• G. Batzolis - M. Carioni - C. Etmann - S. Afyouni - Z. Kourtzi - C. B. Schönlieb (Submitted Paper)
  CAFLOW: Conditional Autoregressive Flows (2021)
• M. Carioni - A. Pluda (ESAIM Control Optim. Calc. Var.)
  Calibrations for minimal networks in a covering space setting (2020)
• M. Carioni - A. Marchese - A. Massaccesi - A. Pluda - R. Tione (Nonlinear Anal.)
  The oriented mailing problem and its convex relaxation (2020)
• M. Carioni - J. Fischer - A. Schlömerkemper (Journal of Convex Analysis)
  External forces in the continuum limit of discrete systems with non-convex interaction potentials: Compactness for a Γ-development (2020)
• M. Carioni - A. Pluda (Accepted Paper: Adv. Calc. Var.)
  On different notions of calibrations for minimal partitions and minimal networks in $\mathbb{R}^2$ (2019)
• K. Bredies - M. Carioni (Accepted Paper: Calc. Var. Partial Differential Equations)
  Sparsity of solutions for variational inverse problems with finite-dimensional data (2019)
• G. Patrini - R. Van den Berg - P. Forré - M. Carioni - S. Bhargav - M. Welling - T. Genewein - F. Nielsen (Proceedings: UAI)
  Sinkhorn AutoEncoders (2019)
• M. Carioni (Journal of Convex Analysis)
  A convex decomposition formula for the Mumford-Shah functional in dimension one (2018)
• M. Carioni (Preprint)
  Long time behaviour for the reinitialization of the distance function (2017)
• M. Carioni (Phd Thesis)
  Existence of calibrations for the Mumford-Shah functional and the reinitialization of the distance function in the framework of Chan and Vese algorithms (2017)

Seminars:

• 28 apr 2016: Calibrations for the Mumford-Shah functional

Organizer:

• 28 feb 2022 - 4 mar 2022: LMS Invited Lecture Series on the Mathematics of Deep Learning