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Luigi Malagò
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Publications
- 2020
- [i5]Goffredo Chirco, Luigi Malagò, Giovanni Pistone:
Lagrangian and Hamiltonian Mechanics for Probabilities on the Statistical Manifold. CoRR abs/2009.09431 (2020) - 2015
- [j2]Luigi Malagò, Giovanni Pistone:
Natural Gradient Flow in the Mixture Geometry of a Discrete Exponential Family. Entropy 17(6): 4215-4254 (2015) - [c13]Luigi Malagò, Giovanni Pistone:
Information Geometry of the Gaussian Distribution in View of Stochastic Optimization. FOGA 2015: 150-162 - [c12]Luigi Malagò, Giovanni Pistone:
Second-Order Optimization over the Multivariate Gaussian Distribution. GSI 2015: 349-358 - 2014
- [j1]Luigi Malagò, Giovanni Pistone:
Combinatorial Optimization with Information Geometry: The Newton Method. Entropy 16(8): 4260-4289 (2014) - 2013
- [c10]Luigi Malagò, Matteo Matteucci, Giovanni Pistone:
Natural gradient, fitness modelling and model selection: A unifying perspective. IEEE Congress on Evolutionary Computation 2013: 486-493 - 2011
- [c5]Luigi Malagò, Matteo Matteucci, Giovanni Pistone:
Stochastic Natural Gradient Descent by estimation of empirical covariances. IEEE Congress on Evolutionary Computation 2011: 949-956 - [c3]Luigi Malagò, Matteo Matteucci, Giovanni Pistone:
Towards the geometry of estimation of distribution algorithms based on the exponential family. FOGA 2011: 230-242
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