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Francesca Romana Crucinio
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Year
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
Product-form estimators: exploiting independence to scale up Monte Carlo
J Kuntz, FR Crucinio, AM Johansen
Statistics and Computing 32 (1), 12, 2022
132022
A connection between tempering and entropic mirror descent
N Chopin, FR Crucinio, A Korba
arXiv preprint arXiv:2310.11914, 2023
102023
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
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
A divide and conquer sequential Monte Carlo approach to high dimensional filtering
FR Crucinio, AM Johansen
Statistica Sinica, 2022
72022
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
Proximal Interacting Particle Langevin Algorithms
PC Encinar, FR Crucinio, OD Akyildiz
arXiv preprint arXiv:2406.14292, 2024
32024
Some interacting particle methods with non-standard interactions
F Crucinio
University of Warwick, 2021
32021
Comparison of conditional tests on Poisson data
FR Crucinio, R Fontana
Statistics and Data Science: Proceedings of the Conference of the Italian …, 2017
32017
Properties of Marginal Sequential Monte Carlo Methods
FR Crucinio, AM Johansen
Statistics and Probability Letters, 2023
22023
Optimal Scaling Results for a Wide Class of Proximal MALA Algorithms
FR Crucinio, A Durmus, P Jiménez, GO Roberts
arXiv preprint arXiv:2301.02446, 2023
22023
Elementi di Statistica per l’Ingegneria e l’architettura
D Bonino, FR Crucinio, R Fontana, F Pellerey
Esculapio, 2017
22017
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
Solving Fredholm Integral Equations of the Second Kind via Wasserstein Gradient Flows
FR Crucinio, AM Johansen
arXiv preprint arXiv:2409.19642, 2024
2024
Optimal scaling results for Moreau-Yosida Metropolis-adjusted Langevin algorithms
FR Crucinio, A Durmus, P Jiménez, GO Roberts
BERNOULLI, 2024
2024
Proximal Interacting Particle Langevin Algorithms
P Cordero Encinar, FR Crucinio, OD Akyildiz
arXiv e-prints, arXiv: 2406.14292, 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
Nonparametric Statistics: 4th ISNPS, Salerno, Italy, June 2018 4, 145-155, 2020
2020
Markov Chain Monte Carlo sampling for conditional tests: A link between permutation tests and algebraic statistics
R Fontana, FR Crucinio
arXiv preprint arXiv:1707.08513, 2017
2017
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