CONFORTI, GIOVANNI
CONFORTI, GIOVANNI
Dipartimento di Matematica "Tullio Levi-Civita" - DM
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.
The exponential turnpike phenomenon for mean field game systems: weakly monotone drifts and small interactions
2026 Cecchin, Alekos; Conforti, Giovanni; Durmus, Alain; Eichinger, Katharina
Discrete Markov Probabilistic Models: An Improved Discrete Score-Based Framework with sharp convergence bounds under minimal assumptions
2025 Phẩm Le Tuyệt, Nhi; Shariatian, Dario; Ocello, Antonio; Conforti, Giovanni; Durmus, Alain
Exponential Convergence Guarantees for Iterative Markovian Fitting
2025 Conforti, Giovanni; Durmus, Alain; Gentiloni Silveri, Marta
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.
Theoretical guarantees in KL for Diffusion Flow Matching
2024 Silveri, M. G.; Conforti, G.; Durmus, A.
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
Non-asymptotic convergence bounds for Sinkhorn iterates and their gradients: a coupling approach
2023 Greco, G.; Noble, M.; Conforti, G.; Oliviero-Durmus, A.
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