15 citations · 32 across the 8 of their papers we have counts for
9 papers
Unity is strength: Improving the Detection of Adversarial Examples with Ensemble Approaches
Francesco Craighero, Fabrizio Angaroni, Fabio Stella +3
A key challenge in computer vision and deep learning is the definition of robust strategies for the detection of adversarial examples. Here, we propose the adoption of ensemble app…
OG-SPACE: Optimized Stochastic Simulation of Spatial Models of Cancer Evolution
Fabrizio Angaroni, Marco Antoniotti, Alex Graudenzi
Algorithmic strategies for the spatio-temporal simulation of multi-cellular systems are crucial to generate synthetic datasets for bioinformatics tools benchmarking, as well as to…
Investigating the Compositional Structure Of Deep Neural Networks
Francesco Craighero, Fabrizio Angaroni, Alex Graudenzi +2
The current understanding of deep neural networks can only partially explain how input structure, network parameters and optimization algorithms jointly contribute to achieve the s…
Applications of Picard and Magnus expansions to the Rabi model
Fabrizio Angaroni, Giuliano Benenti, Giuliano Strini
We apply the Picard and Magnus expansions to both the semiclassical and the quantum Rabi model, with a switchable matter-field coupling. The case of the quantum Rabi model ia a par…
Optimal control of a probabilistic dynamic for epidemic spreading in arbitrary complex networks
Fabrizio Angaroni
This paper presents a discrete time probabilistic dynamic for simulating a contact-based epidemic spreading based on discrete time Markov chain process, in particular the attention…
Optimal amplification of the dynamical Casimir effect in a parametrically driven system
Fabian Hoeb, Fabrizio Angaroni, Jonathan Zoller +4
We introduce different strategies to enhance photon generation in a cavity within the Rabi model in the ultrastrong coupling regime. We show that a bang-bang strategy allows to enh…
Reconstruction of electromagnetic field states by a probe qubit
Fabrizio Angaroni, Giuliano Benenti, Giuliano Strini
We propose a method to measure the quantum state of a single mode of the electromagnetic field. The method is based on the interaction of the field with a probe qubit. The qubit po…
Analysis of strategic and deterrence equilibrium by modeling with a Van der Waals gas
Fabrizio Angaroni, Maurizio Martellini
In this paper we are going to propose a physical model that can represent a simple deterrence equilibrium situation, it is on based theory of unitary rational actors. This theory t…
PMCE: efficient inference of expressive models of cancer evolution with high prognostic power
Fabrizio Angaroni, Kevin Chen, Chiara Damiani +3
Motivation: Driver (epi)genomic alterations underlie the positive selection of cancer subpopulations, which promotes drug resistance and relapse. Even though substantial heterogene…