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Francesca Romana Crucinio
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Year
Product-form estimators: exploiting independence to scale up Monte Carlo
J Kuntz, FR Crucinio, AM Johansen
Statistics and Computing 32 (1), 12, 2022
142022
The divide-and-conquer sequential Monte Carlo algorithm: theoretical properties and limit theorems
J Kuntz, FR Crucinio, AM Johansen
The Annals of Applied Probability 34 (1B), 1469-1523, 2024
132024
A connection between tempering and entropic mirror descent
N Chopin, FR Crucinio, A Korba
arXiv preprint arXiv:2310.11914, 2023
122023
Interacting particle langevin algorithm for maximum marginal likelihood estimation
ÖD Akyildiz, FR Crucinio, M Girolami, T Johnston, S Sabanis
arXiv preprint arXiv:2303.13429, 2023
92023
A divide and conquer sequential Monte Carlo approach to high dimensional filtering
FR Crucinio, AM Johansen
Statistica Sinica, 2022
82022
Solving Fredholm integral equations of the first kind via Wasserstein gradient flows
FR Crucinio, V De Bortoli, A Doucet, AM Johansen
arXiv preprint arXiv:2209.09936, 2022
8*2022
Proximal Interacting Particle Langevin Algorithms
PC Encinar, FR Crucinio, OD Akyildiz
arXiv preprint arXiv:2406.14292, 2024
42024
A Particle Method for Solving Fredholm Equations of the First Kind
FR Crucinio, A Doucet, AM Johansen
Journal of the American Statistical Association, 2020
42020
Comparison of conditional tests on Poisson data
FR Crucinio, R Fontana
Proceedings of the Conference of the Italian Statistical Society, Florence …, 2017
42017
Optimal Scaling Results for a Wide Class of Proximal MALA Algorithms
FR Crucinio, A Durmus, P Jiménez, GO Roberts
arXiv e-prints, arXiv: 2301.02446, 2023
32023
Some interacting particle methods with non-standard interactions
F Crucinio
University of Warwick, 2021
32021
Properties of Marginal Sequential Monte Carlo Methods
FR Crucinio, AM Johansen
Statistics and Probability Letters, 2023
22023
Elementi di Statistica per l’Ingegneria e l’architettura
D Bonino, FR Crucinio, R Fontana, F Pellerey
Esculapio, 2017
22017
Proximal Interacting Particle Langevin Algorithms
P Cordero Encinar, FR Crucinio, OD Akyildiz
arXiv e-prints, arXiv: 2406.14292, 2024
12024
Optimal scaling results for Moreau-Yosida Metropolis-adjusted Langevin algorithms
FR Crucinio, A Durmus, P Jiménez, GO Roberts
arXiv preprint arXiv:2301.02446, 2023
12023
Orbit-based conditional tests. A link between permutations and Markov bases
R Fontana, FR Crucinio
Journal of Statistical Planning and Inference 205, 23-33, 2020
12020
A mirror descent approach to maximum likelihood estimation in latent variable models
FR Crucinio
arXiv preprint arXiv:2501.15896, 2025
2025
Solving Fredholm Integral Equations of the Second Kind via Wasserstein Gradient Flows
FR Crucinio, AM Johansen
arXiv preprint arXiv:2409.19642, 2024
2024
Towards a turnkey approach to unbiased Monte Carlo estimation of smooth functions of expectations
N Chopin, FR Crucinio, SS Singh
arXiv preprint arXiv:2403.20313, 2024
2024
Speeding up Algebraic-Based Sampling via Permutations
FR Crucinio, R Fontana
Conference of the International Society for Non-Parametric Statistics, 145-155, 2018
2018
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Articles 1–20