Marco Letizia

17
Documents

Publications

Publications

Refereeing the Referees: Evaluating Two-Sample Tests for Validating Generators in Precision Sciences

Samuele Grossi , Marco Letizia , Riccardo Torre
Machine Learning: Science and Technology, In press
Article dans une revue hal-04863465 v1

Multiple testing for signal-agnostic searches for new physics with machine learning

Gaia Grosso , Marco Letizia
European Physical Journal C: Particles and Fields, In press, ⟨10.1140/epjc/s10052-024-13722-5⟩
Article dans une revue hal-04863462 v1

Goodness of fit by Neyman-Pearson testing

Gaia Grosso , Marco Letizia , Maurizio Pierini , Andrea Wulzer
SciPost Physics, 2023, 16 (5), pp.123. ⟨10.21468/SciPostPhys.16.5.123⟩
Article dans une revue hal-04316732 v1

Fast kernel methods for data quality monitoring as a goodness-of-fit test

Gaia Grosso , Nicolò Lai , Marco Letizia , Jacopo Pazzini , Marco Rando et al.
Machine Learning: Science and Technology, 2023, 4 (3), pp.035029. ⟨10.1088/2632-2153/acebb7⟩
Article dans une revue hal-04316723 v1

Comparison of Affine and Rational Quadratic Spline Coupling and Autoregressive Flows through Robust Statistical Tests

Andrea Coccaro , Marco Letizia , Humberto Reyes-González , Riccardo Torre
Symmetry, 2023, 16 (8), pp.942. ⟨10.3390/sym16080942⟩
Article dans une revue hal-04316739 v1

Learning new physics efficiently with nonparametric methods

Marco Letizia , Gianvito Losapio , Marco Rando , Gaia Grosso , Andrea Wulzer et al.
European Physical Journal C: Particles and Fields, 2022, 82 (10), pp.879. ⟨10.1140/epjc/s10052-022-10830-y⟩
Article dans une revue hal-04316761 v1

Lorentzian spectral geometry with causal sets

Yasaman Yazdi , Marco Letizia , Achim Kempf
Classical and Quantum Gravity, 2020, 38 (1), pp.015011. ⟨10.1088/1361-6382/abc3f8⟩
Article dans une revue hal-04317934 v1

Quantum ergosphere and brick wall entropy

M. Arzano , L. Brocki , J. Kowalski-Glikman , Marco Letizia , J. Unger
Physics Letters B, 2019, 797, pp.134887. ⟨10.1016/j.physletb.2019.134887⟩
Article dans une revue hal-04317949 v1

On the entanglement entropy of quantum fields in causal sets

Alessio Belenchia , Dionigi Benincasa , Marco Letizia , Stefano Liberati
Classical and Quantum Gravity, 2018, 35 (7), pp.074002. ⟨10.1088/1361-6382/aaae27⟩
Article dans une revue hal-04317971 v1

Higher-order theories of gravity: diagnosis, extraction and reformulation via non-metric extra degrees of freedom—a review

Alessio Belenchia , Marco Letizia , Stefano Liberati , Eolo Di Casola
Reports on Progress in Physics, 2018, 81 (3), pp.036001. ⟨10.1088/1361-6633/aaa4ab⟩
Article dans une revue hal-04318024 v1

Deformed relativity symmetries and the local structure of spacetime

Marco Letizia , Stefano Liberati
Physical Review D, 2017, 95 (4), pp.046007. ⟨10.1103/PhysRevD.95.046007⟩
Article dans une revue hal-04318034 v1

Phenomenology of effective geometries from quantum gravity

Ricardo Gallego Torromé , Marco Letizia , Stefano Liberati
Physical Review D, 2015, 92 (12), pp.124021. ⟨10.1103/PhysRevD.92.124021⟩
Article dans une revue hal-04318050 v1

Localization and diffusion in polymer quantum field theory

Michele Arzano , Marco Letizia
Physical Review D, 2014, 90 (10), pp.104036. ⟨10.1103/PhysRevD.90.104036⟩
Article dans une revue hal-04318068 v1

A fast and flexible machine learning approach to data quality monitoring

Gaia Grosso , Marco Letizia , Jacopo Pazzini , Marco Rando , Andrea Wulzer et al.
NeurIPS 2022 workshop: Machine Learning and the Physical Sciences, Dec 2022, New Orleans (Louisiana), United States
Communication dans un congrès hal-04316747 v1

CaloMan: Fast generation of calorimeter showers with density estimation on learned manifolds

Jesse C. Cresswell , Brendan Leigh Ross , Gabriel Loaiza-Ganem , Humberto Reyes-Gonzalez , Marco Letizia et al.
NeurIPS 2022 workshop: Machine Learning and the Physical Sciences, Dec 2022, New Orleans (Louisiana), United States
Communication dans un congrès hal-04317893 v1