Francesca R. Crucinio

According to our database, Francesca R. Crucinio authored at least 9 papers between 2022 and 2026.

Collaborative distances:

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

2026

Properties and limitations of geometric tempering for gradient flow dynamics.

Francesca R. Crucinio, Sahani Pathiraja

Trans. Mach. Learn. Res., 2026

2025

An operator splitting analysis of Wasserstein-Fisher-Rao gradient flows.

Francesca R. Crucinio, Sahani Pathiraja

CoRR, November, 2025

A note on the unique properties of the Kullback-Leibler divergence for sampling via gradient flows.

Francesca R. Crucinio

CoRR, July, 2025

Sequential Monte Carlo approximations of Wasserstein-Fisher-Rao gradient flows.

Francesca R. Crucinio, Sahani Pathiraja

CoRR, June, 2025

Proximal Interacting Particle Langevin Algorithms.

Paula Cordero-Encinar, Francesca R. Crucinio, Ömer Deniz Akyildiz

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

2024

Solving Fredholm Integral Equations of the Second Kind via Wasserstein Gradient Flows.

Francesca R. Crucinio, Adam M. Johansen

CoRR, 2024

A connection between Tempering and Entropic Mirror Descent.

Nicolas Chopin, Francesca R. Crucinio, Anna Korba

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

Product-form estimators: exploiting independence to scale up Monte Carlo.

Juan Kuntz, Francesca R. Crucinio, Adam M. Johansen

Stat. Comput., 2022

Solving Fredholm Integral Equations of the First Kind via Wasserstein Gradient Flows.

Francesca R. Crucinio, Valentin De Bortoli, Arnaud Doucet, Adam M. Johansen

CoRR, 2022