Towards sparse optimization over convex loops: Equivalence of Square Root Velocity distance and Wasserstein-Fisher-Rao
Fuente:
arXiv
Saved in:
| Main Authors: | Cristinelli, Giacomo, Iglesias, José A. |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multi-Objective Optimization via Wasserstein-Fisher-Rao Gradient Flow
by: Ren, Yinuo, et al.
Published: (2023)
by: Ren, Yinuo, et al.
Published: (2023)
Inclusive KL Minimization: A Wasserstein-Fisher-Rao Gradient Flow Perspective
by: Zhu, Jia-Jie
Published: (2024)
by: Zhu, Jia-Jie
Published: (2024)
Fisher-Rao distance between truncated distributions and robustness analysis in uncertainty quantification
by: Ketema, Baalu Belay, et al.
Published: (2024)
by: Ketema, Baalu Belay, et al.
Published: (2024)
PPO in the Fisher-Rao geometry
by: Lascu, Razvan-Andrei, et al.
Published: (2025)
by: Lascu, Razvan-Andrei, et al.
Published: (2025)
Conditional gradients for total variation regularization with PDE constraints: a graph cuts approach
by: Cristinelli, Giacomo, et al.
Published: (2023)
by: Cristinelli, Giacomo, et al.
Published: (2023)
Linear convergence of a one-cut conditional gradient method for total variation regularization
by: Cristinelli, Giacomo, et al.
Published: (2025)
by: Cristinelli, Giacomo, et al.
Published: (2025)
Non-geodesically-convex optimization in the Wasserstein space
by: Luu, Hoang Phuc Hau, et al.
Published: (2024)
by: Luu, Hoang Phuc Hau, et al.
Published: (2024)
On propagation of chaos for the Fisher-Rao gradient flow in entropic mean-field optimization
by: Lazić, Petra, et al.
Published: (2026)
by: Lazić, Petra, et al.
Published: (2026)
On the computation of the infinity Wasserstein distance and the Wasserstein Projection Problem
by: Auricchio, Gennaro, et al.
Published: (2025)
by: Auricchio, Gennaro, et al.
Published: (2025)
Sum-of-Squares Hierarchy for the Gromov Wasserstein Problem
by: Tran, Hoang Anh, et al.
Published: (2025)
by: Tran, Hoang Anh, et al.
Published: (2025)
Square Root-Factorized Covariance Steering
by: Kumagai, Naoya, et al.
Published: (2026)
by: Kumagai, Naoya, et al.
Published: (2026)
The sparseness of g-convex functions
by: Wang, Yu, et al.
Published: (2024)
by: Wang, Yu, et al.
Published: (2024)
Long-Time Asymptotics of the Sliced-Wasserstein Flow
by: Cozzi, Giacomo, et al.
Published: (2024)
by: Cozzi, Giacomo, et al.
Published: (2024)
The Gromov-Wasserstein distance between spheres
by: Arya, Shreya, et al.
Published: (2023)
by: Arya, Shreya, et al.
Published: (2023)
A hierarchy of convex relaxations for the total variation distance
by: Lasserre, Jean-Bernard
Published: (2024)
by: Lasserre, Jean-Bernard
Published: (2024)
Strong duality in infinite convex optimization
by: Hantoute, Abderrahim, et al.
Published: (2025)
by: Hantoute, Abderrahim, et al.
Published: (2025)
Sparse optimal control in the Wasserstein space
by: Sartor, Enrico, et al.
Published: (2026)
by: Sartor, Enrico, et al.
Published: (2026)
Moment Sum-of-Squares Hierarchy for Gromov Wasserstein: Continuous Extensions and Sample Complexity
by: Tran, Hoang Anh, et al.
Published: (2025)
by: Tran, Hoang Anh, et al.
Published: (2025)
Hypodifferentials of nonsmooth convex functions and their applications to nonsmooth convex optimization
by: Dolgopolik, M. V.
Published: (2023)
by: Dolgopolik, M. V.
Published: (2023)
Integral control of the proximal gradient method for unbiased sparse optimization
by: Cerone, V., et al.
Published: (2025)
by: Cerone, V., et al.
Published: (2025)
Stability of Wasserstein projections in convex order via metric extrapolation
by: Kim, Jakwang, et al.
Published: (2025)
by: Kim, Jakwang, et al.
Published: (2025)
A Fisher-Rao gradient flow for entropic mean-field min-max games
by: Lascu, Razvan-Andrei, et al.
Published: (2024)
by: Lascu, Razvan-Andrei, et al.
Published: (2024)
A block-coordinate descent framework for non-convex composite optimization. Application to sparse precision matrix estimation
by: Lauga, Guillaume
Published: (2026)
by: Lauga, Guillaume
Published: (2026)
Approximating the order 2 quantum Wasserstein distance using the moment-SOS hierarchy
by: Chhatoi, Saroj Prasad, et al.
Published: (2025)
by: Chhatoi, Saroj Prasad, et al.
Published: (2025)
Online convex optimization for constrained control of nonlinear systems
by: Nonhoff, Marko, et al.
Published: (2024)
by: Nonhoff, Marko, et al.
Published: (2024)
An SDE perspective on stochastic convex optimization
by: Maulen-Soto, Rodrigo, et al.
Published: (2022)
by: Maulen-Soto, Rodrigo, et al.
Published: (2022)
Term-sparse polynomial optimization for the design of frame structures
by: Handa, Marouan, et al.
Published: (2025)
by: Handa, Marouan, et al.
Published: (2025)
Wasserstein crossover for evolutionary algorithm-based topology optimization
by: Kii, Taisei, et al.
Published: (2025)
by: Kii, Taisei, et al.
Published: (2025)
An accelerated proximal bundle method for convex optimization
by: Liao, Feng-Yi, et al.
Published: (2025)
by: Liao, Feng-Yi, et al.
Published: (2025)
Online convex optimization for robust control of constrained dynamical systems
by: Nonhoff, Marko, et al.
Published: (2024)
by: Nonhoff, Marko, et al.
Published: (2024)
On quasi-convex smooth optimization problems by a comparison oracle
by: Gasnikov, A. V., et al.
Published: (2024)
by: Gasnikov, A. V., et al.
Published: (2024)
Flowing Datasets with Wasserstein over Wasserstein Gradient Flows
by: Bonet, Clément, et al.
Published: (2025)
by: Bonet, Clément, et al.
Published: (2025)
Research on the descent direction of prediction correction algorithms for pseudo-convex/convex optimization problems
by: Li, Ting, et al.
Published: (2025)
by: Li, Ting, et al.
Published: (2025)
Universal subgradient and proximal bundle methods for convex and strongly convex hybrid composite optimization
by: Guigues, Vincent, et al.
Published: (2024)
by: Guigues, Vincent, et al.
Published: (2024)
Randomized gradient-free methods in convex optimization
by: Gasnikov, Alexander, et al.
Published: (2022)
by: Gasnikov, Alexander, et al.
Published: (2022)
Solution uniqueness of convex optimization problems via the radial cone
by: Fadili, Jalal, et al.
Published: (2024)
by: Fadili, Jalal, et al.
Published: (2024)
Optimal transport and Wasserstein distances for causal models
by: Cheridito, Patrick, et al.
Published: (2023)
by: Cheridito, Patrick, et al.
Published: (2023)
A sparse optimization approach to infinite infimal convolution regularization
by: Bredies, Kristian, et al.
Published: (2023)
by: Bredies, Kristian, et al.
Published: (2023)
Wasserstein distributionally robust optimization and its tractable regularization formulations
by: Chu, Hong T. M., et al.
Published: (2024)
by: Chu, Hong T. M., et al.
Published: (2024)
On sensitivities regarding shape and topology optimization as derivatives on Wasserstein spaces
by: Okazaki, Fumiya, et al.
Published: (2024)
by: Okazaki, Fumiya, et al.
Published: (2024)
Similar Items
-
Multi-Objective Optimization via Wasserstein-Fisher-Rao Gradient Flow
by: Ren, Yinuo, et al.
Published: (2023) -
Inclusive KL Minimization: A Wasserstein-Fisher-Rao Gradient Flow Perspective
by: Zhu, Jia-Jie
Published: (2024) -
Fisher-Rao distance between truncated distributions and robustness analysis in uncertainty quantification
by: Ketema, Baalu Belay, et al.
Published: (2024) -
PPO in the Fisher-Rao geometry
by: Lascu, Razvan-Andrei, et al.
Published: (2025) -
Conditional gradients for total variation regularization with PDE constraints: a graph cuts approach
by: Cristinelli, Giacomo, et al.
Published: (2023)