Giovanni Pistone

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 13

Top Topics

Riemannian Manifolds

Multivariate Gaussian Distribution

Bregman Divergences

Information Geometry

Top Venues

J. Log. Comput.

Publications

Giovanni Pistone, Muhammad Shoaib
Kaniadakis's Information Geometry of Compositional Data. Entropy 25 (7) (2023)
Giovanni Pistone
Statistical Bundle of the Transport Model. GSI (2021)
Goffredo Chirco, Luigi Malagò, Giovanni Pistone
Lagrangian and Hamiltonian Mechanics for Probabilities on the Statistical Manifold. CoRR (2020)
Giovanni Pistone
A Lecture About the Use of Orlicz Spaces in Information Geometry. SPIGL (2020)
Riccardo Camerlo, Giovanni Pistone, Fabio Rapallo
Modal operators and toric ideals. J. Log. Comput. 29 (5) (2019)
Giovanni Pistone
Lagrangian Function on the Finite State Space Statistical Bundle. Entropy 20 (2) (2018)
Giovanni Pistone
Translations in the Exponential Orlicz Space with Gaussian Weight. GSI (2017)
Luigi Montrucchio, Giovanni Pistone
Deformed Exponential Bundle: The Linear Growth Case. GSI (2017)
Grazia Vicario, Giuseppe Craparotta, Giovanni Pistone
Meta-models in Computer Experiments: Kriging versus Artificial Neural Networks. Qual. Reliab. Eng. Int. 32 (6) (2016)
Luigi Malagò, Giovanni Pistone
Natural Gradient Flow in the Mixture Geometry of a Discrete Exponential Family. Entropy 17 (6) (2015)
Luigi Malagò, Giovanni Pistone
Information Geometry of the Gaussian Distribution in View of Stochastic Optimization. FOGA (2015)
Luigi Malagò, Giovanni Pistone
Second-Order Optimization over the Multivariate Gaussian Distribution. GSI (2015)
Bertrand Lods, Giovanni Pistone
Information Geometry Formalism for the Spatially Homogeneous Boltzmann Equation. Entropy 17 (6) (2015)
Claudia Fassino, Giovanni Pistone, Eva Riccomagno
The algebra of interpolatory cubature formulæ for generic nodes. Stat. Comput. 24 (4) (2014)
Luigi Malagò, Giovanni Pistone
Combinatorial Optimization with Information Geometry: The Newton Method. Entropy 16 (8) (2014)
Luigi Malagò, Matteo Matteucci, Giovanni Pistone
Natural gradient, fitness modelling and model selection: A unifying perspective. IEEE Congress on Evolutionary Computation (2013)
Giovanni Pistone
Examples of the Application of Nonparametric Information Geometry to Statistical Physics. Entropy 15 (10) (2013)
Giovanni Pistone
Nonparametric Information Geometry. GSI (2013)
Luigi Malagò, Matteo Matteucci, Giovanni Pistone
Towards the geometry of estimation of distribution algorithms based on the exponential family. FOGA (2011)
Luigi Malagò, Matteo Matteucci, Giovanni Pistone
Stochastic Natural Gradient Descent by estimation of empirical covariances. IEEE Congress on Evolutionary Computation (2011)
Giovanni Pistone, Henry P. Wynn
Cumulant varieties. J. Symb. Comput. 41 (2) (2006)
Giovanni Pistone, Eva Riccomagno, Henry P. Wynn
Gröbner bases and factorisation in discrete probability and Bayes. Stat. Comput. 11 (1) (2001)
Tim Holliday, Giovanni Pistone, Eva Riccomagno, Henry P. Wynn
The application of computational algebraic geometry to the analysis of designed experiments: a case study. Comput. Stat. 14 (2) (1999)