SANDRA FORTINI

 

 

Predictive Constructions Based on Measure-Valued P|lya Urn Processes (10/11/2021)
FORTINI SANDRA, PETRONE SONIA, SARIEV HRISTO
MATHEMATICS

Mathematics 2021, 9, 2845.

https://www.mdpi.com/2227-7390/9/22/2845/htm

 

Infinite-color randomly reinforced urns with dominant colors (08/06/2021)
Sariev, H., Fortini, S. and Petrone, S.
Arxiv

Link

Approximating the Operating Characteristics of Bayesian Uncertainty Directed Trial Designs (24/05/2021)
Bonsaglio, M., Fortini, S., Ventz, S. and trippa, L.
Arxiv

Link

Infinite-channel deep stable convolutional neural networks (07/02/2021)
Daniele Bracale, Stefano Favaro, Sandra Fortini, Stefano Peluchetti
Arxiv

Pdf

Large-width functional asymptotics for deep Gaussian neural networks (13/01/2021)
Bracale, D., Favaro, S., Fortini, S., Peluchetti, S.
International Conference on Learning Representations, 2021

Link

Stable behaviour of infinitely wide deep neural networks. (29/06/2020)
FAVARO STEFANO, FORTINI SANDRA, PELUCCHETTI STEFANO
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics

PMLR 108:1137-1146

http://proceedings.mlr.press/v108/peluchetti20b/peluchetti20b.pdf

Quasi-Bayes properties of a procedure for sequential learning in mixture models (29/06/2020)
FORTINI SANDRA, PETRONE SONIA
Journal of the Royal Statistical Society B (2020), Vol. 82, 4, 1087-1114

Link

On a notion of partially conditionally identically distributed sequences (01/03/2018)
Fortini S., Petrone S. and Sporysheva P.
Stochastic Processes and their Applications

http://www.sciencedirect.com/science/article/pii/S0304414917301631

Predictive Characterization of Mixtures of Markov Chains (2017)
Fortini, S. Petrone, S.
Bernoulli Journal

http://dx.doi.org/10.3150/15-BEJ787

Predictive distribution (de Finetti's view) Statsref-Statistics Reference Online. (2016)
Fortini, S., Petrone, S.
Wiley StatsRef DOI: 10.1002/9781118445112.stat07831

http://onlinelibrary.wiley.com/doi/10.1002/9781118445112.stat07831/abstract

Hierarchcal reinforced urn processes. (2012)
Fortini, S., Petrone, S.
Statistics & Probability Letters. 82, 1521 - 1529

http://www.sciencedirect.com/science/article/pii/S0167715212001551

Predictive construction of priors in Bayesian nonparametrics. (2012)
Fortini, S., Petrone, S.
Brazilian Journal of Probability and Statistics. 6,4,42

https://projecteuclid.org/euclid.bjps/1341320251

Central Limit Theorem with Exchangeable Summands and Mixtures of Stable Laws as Limits. (2012)
Fortini, S., Ladelli, E., Regazzini, E.
Bollettino della Unione Matematica Italiana 5,3, 515 - 542.

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Recursive Equations for the predictive distributions of some determinantal processes. (2011)
Cifarelli D. M., Fortini S.
Statistics & Probability Letters 81, 8-15.

http://www.sciencedirect.com/science/article/pii/S0167715210002622

A Poisson Approximation for Colored Graphs Under Exchangeability (2006)
Cerquetti. A., Fortini, S.
Sankhya A 68 183-197.

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A characterization for mixtures of Semi Markov processes. (2002)
Epifani, I., Fortini S., Ladelli L.
Statistics & Probability Letters 60 (4): 445-457.

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On mixtures of distributions of Markov chains. (2002)
Fortini S., Ladelli L., Petris G., Regazzini E.
Stochastic Processes and their Applications, 100, 147-165.

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On the use of the concentration function in Bayesian robustness. (2000)
Fortini S., Ruggeri F.
Robust Bayesian Analysis. Lecture Notes in Statistics, pp.109-126. Springer-Verlag. New York

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Exchangeability, predictive distributions and parametric models. (2000)
Fortini S., Ladelli L., Regazzini E.
Sankhya, A, Vol62-1, pp. 86-109

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On parametric models for invariant probability measures. (2000)
Berti P., Fortini S., Ladelli L., Regazzini E., Rigo P.
Quaderni di Statistica. Portici, Vol. 2, pp. 39-57

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Differential properties of the concentration function. (1997)
Fortini S., Ruggeri F.
Sankhya, A, Vol. 59, pp. 345-364.

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A central limit problem for partially exchangeable random variables. (1996)
Fortini S., Ladelli L., Regazzini E.
Theory Probab. Appl.),Vol. 41, Num. 2,pp. 353-379.

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Concentration function and sensitivity to the prior. (1995)
Fortini S., Ruggeri F.
JISS, Vol. 4, pp. 283-297.

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On defining neighborhoods of measures through the concentration function. (1994)
Fortini S., Ruggeri F.
Sankhya, series A, Vol. 56, Parte 3, pp. 444 - 457.

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Concentration functions and Bayesian robustness. (1994)
Fortini S., Ruggeri F.
J. Stat. Plann. Inference, Vol. 40, Num. 2/3, pp. 205 - 220.

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Concentration function and coefficients of divergence for signed measures. (1993)
Fortini S., Ruggeri F.
JISS Vol. 2, No. 1,pp. 17 - 34.

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Spherical symmetry: an elementary justification. (1993)
Eaton M., Fortini S., Regazzini E.
JISS, Vol. 2, No. 1, pp. 1 -16.

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Non monotonicity of approximation in Lp. (1990)
Fortini S.
Istituto Lombardo Accademia di Scienze e Lettere (Rend. Sc.) A 124 pp. 73-83.

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