Alberto Bocchinfuso

According to our database, Alberto Bocchinfuso authored at least 5 papers between 2023 and 2026.

Collaborative distances:

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

2026

An exponential mechanism based on quadratic approximations for fine-tuning machine learning models with privacy guarantees.

Hoang Tran, Jorge Ramirez, Jiayi Wang, Alberto Bocchinfuso, Christopher Stanley, M. Paul Laiu

CoRR, May, 2026

2025

Bayesian dictionary learning estimation of cell membrane permeability from surface pH data.

Alberto Bocchinfuso, Daniela Calvetti, Erkki Somersalo

CoRR, July, 2025

Multi-level Monte Carlo methods in chemical applications with Lennard-Jones potentials and other landscapes with isolated singularities.

Alberto Bocchinfuso, David M. Rogers, Caio Alves, Jorge Ramirez, Dilipkumar N. Asthagiri, Thomas L. Beck, Juan M. Restrepo

Comput. Phys. Commun., 2025

2023

Adaptive anisotropic Bayesian meshing for inverse problems.

Alberto Bocchinfuso, Daniela Calvetti, Erkki Somersalo

CoRR, 2023

Bayesian sparsity and class sparsity priors for dictionary learning and coding.

Alberto Bocchinfuso, Daniela Calvetti, Erkki Somersalo

CoRR, 2023