Giovanni Pistone

According to our database, Giovanni Pistone authored at least 23 papers between 1999 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Kaniadakis's Information Geometry of Compositional Data.

Giovanni Pistone, Muhammad Shoaib

Entropy, July, 2023

2021

Statistical Bundle of the Transport Model.

Giovanni Pistone

Proceedings of the Geometric Science of Information - 5th International Conference, 2021

2020

Lagrangian and Hamiltonian Mechanics for Probabilities on the Statistical Manifold.

Goffredo Chirco, Luigi Malagò, Giovanni Pistone

CoRR, 2020

A Lecture About the Use of Orlicz Spaces in Information Geometry.

Giovanni Pistone

Proceedings of the Geometric Structures of Statistical Physics, Information Geometry, and Learning, 2020

2019

Modal operators and toric ideals.

Riccardo Camerlo, Giovanni Pistone, Fabio Rapallo

J. Log. Comput., 2019

2018

Lagrangian Function on the Finite State Space Statistical Bundle.

Giovanni Pistone

Entropy, 2018

2017

Translations in the Exponential Orlicz Space with Gaussian Weight.

Giovanni Pistone

Proceedings of the Geometric Science of Information - Third International Conference, 2017

Deformed Exponential Bundle: The Linear Growth Case.

Luigi Montrucchio, Giovanni Pistone

Proceedings of the Geometric Science of Information - Third International Conference, 2017

2016

Meta-models in Computer Experiments: Kriging versus Artificial Neural Networks.

Grazia Vicario, Giuseppe Craparotta, Giovanni Pistone

Qual. Reliab. Eng. Int., 2016

2015

Natural Gradient Flow in the Mixture Geometry of a Discrete Exponential Family.

Luigi Malagò, Giovanni Pistone

Entropy, 2015

Information Geometry Formalism for the Spatially Homogeneous Boltzmann Equation.

Bertrand Lods, Giovanni Pistone

Entropy, 2015

Second-Order Optimization over the Multivariate Gaussian Distribution.

Luigi Malagò, Giovanni Pistone

Proceedings of the Geometric Science of Information - Second International Conference, 2015

Information Geometry of the Gaussian Distribution in View of Stochastic Optimization.

Luigi Malagò, Giovanni Pistone

Proceedings of the 2015 ACM Conference on Foundations of Genetic Algorithms XIII, Aberystwyth, United Kingdom, January 17, 2015

2014

The algebra of interpolatory cubature formulæ for generic nodes.

Claudia Fassino, Giovanni Pistone, Eva Riccomagno

Stat. Comput., 2014

Combinatorial Optimization with Information Geometry: The Newton Method.

Luigi Malagò, Giovanni Pistone

Entropy, 2014

2013

Examples of the Application of Nonparametric Information Geometry to Statistical Physics.

Giovanni Pistone

Entropy, 2013

Nonparametric Information Geometry.

Giovanni Pistone

Proceedings of the Geometric Science of Information - First International Conference, 2013

Natural gradient, fitness modelling and model selection: A unifying perspective.

Luigi Malagò, Matteo Matteucci, Giovanni Pistone

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2011

Towards the geometry of estimation of distribution algorithms based on the exponential family.

Luigi Malagò, Matteo Matteucci, Giovanni Pistone

Proceedings of the Foundations of Genetic Algorithms, 11th International Workshop, 2011

Stochastic Natural Gradient Descent by estimation of empirical covariances.

Luigi Malagò, Matteo Matteucci, Giovanni Pistone

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2006

Cumulant varieties.

Giovanni Pistone, Henry P. Wynn

J. Symb. Comput., 2006

2001

Gröbner bases and factorisation in discrete probability and Bayes.

Giovanni Pistone, Eva Riccomagno, Henry P. Wynn

Stat. Comput., 2001

1999

The application of computational algebraic geometry to the analysis of designed experiments: a case study.

Tim Holliday, Giovanni Pistone, Eva Riccomagno, Henry P. Wynn

Comput. Stat., 1999