Papers
2013
2014
- C. Fassino, G. Pistone, and E. Riccomagno The algebra of interpolatory cubature formulæ for generic nodes in
Statistics and Computing July 2014, Volume 24, Issue 4, pp 615-632; preprint arXiv:1207.3143
- L. Malagò, G. Pistone. Combinatorial Optimization with Information Geometry: Newton Method Entropy 2014, 16(8) pp 4260-4289.
- L. Malagò, G. Pistone. " Optimization via Information Geometry." In Topics in Statistical Simulation. Research Papers from the 7th International Workshop on Statistical Simulation, V.B. Melas, Stefania Mignani, Paola Monari, Luigi Salmaso Editors Springer Proceedings in Mathematics & Statistics Volume 114, Springer 2014 pp 343-351 Text.
2015
-
B. Lods, G. Pistone. Information Geometry Formalism for the Spatially Homogeneous Boltzmann Equation. Entropy 2015, 17(6), 4323-4363; doi:10.3390/e17064323.
- L. Malagò, G. Pistone. Gradient Flow of the Stochastic Relaxation on a Generic Exponential Family.
In BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING (MAXENT 2014). No 1641 of AIP Conference Proceedings 2015 pp 353-360.
-
L. Malagò, G. Pistone. Natural Gradient Flow in the Mixture Geometry of a Discrete Exponential Family. Entropy 2015, 17(6), 4215-4254; doi:10.3390/e17064215.
-
L. Malagò, G. Pistone. Second-order Optimization over the Multivariate Gaussian Distribution. In Geometric Science of Information F. Barbaresco and F. Nielsen ed.s, Springer LNCS 9389 2015, 349-358.
-
S. Ruffa, G. Vicario, and G. Pistone. Analysis of the Covariance Structure in Manufactured Parts. Communications in Statistics—Theory and Methods 2015, 44(21), 4540-4551.
- L. Malagò, G. Pistone. Information Geometry of the Gaussian Distribution in View of Stochastic Optimization.
In Proceedings of FOGA '15, held on January 17-20, 2015, Aberystwyth, Wales, 2015.
-
G. Pistone, M.-P. Rogantin. The gradient flow of the polarization measure. With an appendix. arXiv:1502.06718. Extended version on a paper presented at the SIS Conference 2014 in Cagliari. Under revision.
2016
2017
- D. Brigo and G. Pistone. Dimensionality reduction for measure valued evolution equations in statistical manifolds. In: Frank Nielsen, Franck Critchley, Christofer T.J. Dodson Ed.s, Computational Information Geometry. SIGNALS AND COMMUNICATION TECHNOLOGY, 217-265, Springer 2017. arXiv:1601.04189 [math.PR].
- R. Camerlo, G. Pistone, F. Rapallo. Modal operators and toric ideals. arXiv:1712.04191.
- C. Fassino, G. Pistone, E. Riccomagno, M.P. Rogantin. Moments of the multivariate Gaussian complex random variable. arXiv:1708.09622
- L. Montrucchio and G. Pistone. Deformed exponential bundle: the linear growth case. Geometric Science of Information. Nielsen, Frank, Barbaresco, Frédéric (Eds.). Springer pp. 239-246. Third International Conference, GSI 2017, Paris, France, November 7-9, 2017, Proceedings. arXiv:1709.01430
- G. Pistone. Translations in the exponential Orlicz space with Gaussian weight. Geometric Science of Information. Nielsen, Frank, Barbaresco, Frédéric (Eds.). Springer pp. 569-576. Third International Conference, GSI 2017, Paris, France, November 7-9, 2017, Proceedings. arXiv:1708.09555
2018
Last modified: (2018-04-04 13:28:36 CEST)