CONFORTI, GIOVANNI
CONFORTI, GIOVANNI
Dipartimento di Matematica "Tullio Levi-Civita" - DM
A semiconcavity approach to stability of entropic plans and exponential convergence of Sinkhorn's algorithm
In corso di stampa Chiarini, Alberto; Conforti, Giovanni; Greco, Giacomo; Tamanini, Luca
Gibbs Principle with Infinitely Many Constraints: Optimality Conditions and Stability
2026 Chaintron, L. -P.; Conforti, G.; Reygner, J.
Hamilton–Jacobi equations for controlled gradient flows: cylindrical test functions
2026 Conforti, G.; Kraaij, R. C.; Tonon, D.
Hamilton–Jacobi equations for Wasserstein controlled gradient flows: existence of viscosity solutions
2026 Conforti, G.; Kraaij, R. C.; Tamanini, L.; Tonon, D.
MEAN FIELD OPTIMIZATION PROBLEM REGULARIZED BY FISHER INFORMATION
2026 Claisse, J.; Conforti, G.; Ren, Z.; Wang, S.
The exponential turnpike phenomenon for mean field game systems: weakly monotone drifts and small interactions
2026 Cecchin, Alekos; Conforti, Giovanni; Durmus, Alain; Eichinger, Katharina
KL Convergence Guarantees for Score Diffusion Models under Minimal Data Assumptions
2025 Conforti, Giovanni; Durmus, Alain; Silveri, Marta Gentiloni
Projected Langevin dynamics and a gradient flow for entropic optimal transport
2025 Conforti, Giovanni; Lacker, Daniel; Pal, Soumik
Regularity and stability for the Gibbs conditioning principle on path space via McKean-Vlasov control
2025 Chaintron, L. -P.; Conforti, G.
Weak semiconvexity estimates for Schrödinger potentials and logarithmic Sobolev inequality for Schrödinger bridges
2024 Conforti, Giovanni
Coupling by reflection for controlled diffusion processes: Turnpike property and large time behavior of Hamilton–Jacobi–Bellman equations
2023 Conforti, Giovanni
Game on Random Environment, Mean-Field Langevin System, and Neural Networks
2023 Conforti, Giovanni; Kazeykina, Anna; Ren, Zhenjie
Gradient estimates for the Schrödinger potentials: convergence to the Brenier map and quantitative stability
2023 Chiarini, A.; Conforti, G.; Greco, G.; Tamanini, L.
Hamilton–Jacobi equations for controlled gradient flows: The comparison principle
2023 Conforti, Giovanni; Kraaij, Richard; Tonon, Daniela
Time reversal of diffusion processes under a finite entropy condition
2023 Cattiaux, Patrick; Conforti, Giovanni; Gentil, Ivan; Léonard, Christian
A non‐linear monotonicity principle and applications to Schrödinger‐type problems
2022 Backhoff‐veraguas, Julio; Beiglböck, Mathias; Conforti, Giovanni
A probabilistic approach to convex (ϕ)-entropy decay for Markov chains
2022 Conforti, Giovanni
Entropic turnpike estimates for the kinetic Schrödinger problem
2022 Chiarini, Alberto; Conforti, Giovanni; Greco, Giacomo; Ren, Zhenjie
Long-time Behaviour of Entropic Interpolations
2022 Clerc, Gauthier; Conforti, Giovanni; Gentil, Ivan
A formula for the time derivative of the entropic cost and applications
2021 Conforti, Giovanni; Tamanini, Luca