Giovanni Conforti

According to our database, Giovanni Conforti authored at least 26 papers between 2002 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Discrete Flow Matching: Convergence Guarantees Under Minimal Assumptions.

Le-Tuyet-Nhi Pham, Giovanni Conforti, Zhenjie Ren, Alain Durmus

CoRR, May, 2026

2025

Iterative Tilting for Diffusion Fine-Tuning.

Jean Pachebat, Giovanni Conforti, Alain Durmus, Yazid Janati

CoRR, December, 2025

Non-Asymptotic Convergence of Discrete Diffusion Models: Masked and Random Walk dynamics.

Giovanni Conforti, Alain Durmus, Le-Tuyet-Nhi Pham, Gaël Raoul

CoRR, December, 2025

Discrete Markov Probabilistic Models.

Le-Tuyet-Nhi Pham, Dario Shariatian, Antonio Ocello, Giovanni Conforti, Alain Durmus

CoRR, February, 2025

KL Convergence Guarantees for Score Diffusion Models under Minimal Data Assumptions.

Giovanni Conforti, Alain Durmus, Marta Gentiloni Silveri

SIAM J. Math. Data Sci., 2025

Exponential Convergence Guarantees for Iterative Markovian Fitting.

Marta Gentiloni Silveri, Giovanni Conforti, Alain Durmus

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Discrete Markov Probabilistic Models: An Improved Discrete Score-Based Framework with sharp convergence bounds under minimal assumptions.

Le-Tuyet-Nhi Pham, Dario Shariatian, Antonio Ocello, Giovanni Conforti, Alain Oliviero Durmus

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Theoretical guarantees in KL for Diffusion Flow Matching.

Marta Gentiloni Silveri, Alain Durmus, Giovanni Conforti

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Game on Random Environment, Mean-Field Langevin System, and Neural Networks.

Giovanni Conforti, Anna Kazeykina, Zhenjie Ren

Math. Oper. Res., February, 2023

Non-asymptotic convergence bounds for Sinkhorn iterates and their gradients: a coupling approach.

Giacomo Greco, Maxence Noble, Giovanni Conforti, Alain Durmus

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

2021

Schrödinger Problem for Lattice Gases: A Heuristic Point of View.

Alberto Chiarini, Giovanni Conforti, Luca Tamanini

Proceedings of the Geometric Science of Information - 5th International Conference, 2021

2019

Multi-marginal Schrödinger Bridges.

Yongxin Chen, Giovanni Conforti, Tryphon T. Georgiou, Luigia Ripani

Proceedings of the Geometric Science of Information - 4th International Conference, 2019

2018

Measure-Valued Spline Curves: An Optimal Transport Viewpoint.

Yongxin Chen, Giovanni Conforti, Tryphon T. Georgiou

SIAM J. Math. Anal., 2018

2017

Extremal Curves in Wasserstein Space.

Giovanni Conforti, Michele Pavon

Proceedings of the Geometric Science of Information - Third International Conference, 2017

2007

Static BiLog: a Unifying Language for Spatial Structures.

Giovanni Conforti, Damiano Macedonio, Vladimiro Sassone

Fundam. Informaticae, 2007

Scalable Query Dissemination in XPeer.

Giovanni Conforti, Giorgio Ghelli, Paolo Manghi, Carlo Sartiani

Proceedings of the 1st Workshop on Emerging Research Opportunities for Web Data Management (EROW 2007) Collocated with the 11th International Conference on Database Theory (ICDT 2007), 2007

2005

Spatial logics for semistructured resources.

Giovanni Conforti

PhD thesis, 2005

Bigraphical Logics for XML.

Giovanni Conforti, Damiano Macedonio, Vladimiro Sassone

Proceedings of the Thirteenth Italian Symposium on Advanced Database Systems, 2005

Spatial Logics for Bigraphs.

Giovanni Conforti, Damiano Macedonio, Vladimiro Sassone

Proceedings of the Automata, Languages and Programming, 32nd International Colloquium, 2005

2004

A Self-organizing XML P2P Database System.

Giovanni Conforti, Giorgio Ghelli, Paolo Manghi, Carlo Sartiani

Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

Decidability of Freshness, Undecidability of Revelation.

Giovanni Conforti, Giorgio Ghelli

Proceedings of the Foundations of Software Science and Computation Structures, 2004

XPeer: A Self-Organizing XML P2P Database System.

Carlo Sartiani, Paolo Manghi, Giorgio Ghelli, Giovanni Conforti

Proceedings of the Current Trends in Database Technology - EDBT 2004 Workshops, 2004

2003

Spatial Tree Logics to reason about Semistructured Data.

Giovanni Conforti, Giorgio Ghelli

Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

2002

The Query Language TQL.

Giovanni Conforti, Giorgio Ghelli, Antonio Albano, Dario Colazzo, Paolo Manghi, Carlo Sartiani

Proceedings of the Fifth International Workshop on the Web and Databases, 2002

The Query Language TQL - Demo Presentation.

Giovanni Conforti, Giorgio Ghelli, Antonio Albano, Dario Colazzo, Paolo Manghi, Carlo Sartiani

Proceedings of the Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2002

TQL Algebra and its Implementation.

Giovanni Conforti, Orlando Ferrara, Giorgio Ghelli

Proceedings of the Foundations of Information Technology in the Era of Networking and Mobile Computing, 2002