v1v2 (latest)

Unravelling physics beyond the standard model with classical and quantum anomaly detection

25 January 2023

Panagiotis Kl Barkoutsos

I. Tavernelli

ArXiv (abs)PDF HTML

Papers citing "Unravelling physics beyond the standard model with classical and quantum anomaly detection"

25 / 25 papers shown

Title
TRANSIT your events into a new mass: Fast background interpolation for weakly-supervised anomaly searches Ivan Oleksiyuk Svyatoslav Voloshynovskiy Tobias Golling DiffM 75 0 0 06 Mar 2025
Quantum anomaly detection in the latent space of proton collision events at the LHC Kinga Anna Wo'zniak Vasilis Belis E. Puljak Panagiotis Kl Barkoutsos Günther Dissertori Michele Grossi M. Pierini F. Reiter I. Tavernelli S. Vallecorsa 53 38 0 25 Jan 2023
Numerical evidence against advantage with quantum fidelity kernels on classical data L. Slattery Ruslan Shaydulin Shouvanik Chakrabarti Marco Pistoia Sami Khairy Stefan M. Wild 34 18 0 29 Nov 2022
Quantum-probabilistic Hamiltonian learning for generative modelling & anomaly detection Jack Y. Araz M. Spannowsky 49 13 0 07 Nov 2022
Quantum Advantage Seeker with Kernels (QuASK): a software framework to speed up the research in quantum machine learning Francesco Di Marcantonio Massimiliano Incudini Davide Tezza Michele Grossi 110 15 0 30 Jun 2022
Quantum advantage in learning from experiments Hsin-Yuan Huang Michael Broughton Jordan S. Cotler Sitan Chen Jingkai Li ... Hartmut Neven Ryan Babbush R. Kueng J. Preskill Jarrod R. McClean 55 483 0 01 Dec 2021
Importance of Kernel Bandwidth in Quantum Machine Learning Ruslan Shaydulin Stefan M. Wild 71 39 0 09 Nov 2021
The Inductive Bias of Quantum Kernels Jonas M. Kubler Simon Buchholz Bernhard Schölkopf 54 122 0 07 Jun 2021
The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider T. Aarrestad M. Beekveld M. Bona A. Boveia S. Caron ... M. White E. Wulff E. Wallin K. Wozniak Z. Zhang 74 83 0 28 May 2021
Training Quantum Embedding Kernels on Near-Term Quantum Computers T. Hubregtsen David Wierichs Elies Gil-Fuster Peter-Jan H. S. Derks Paul K. Faehrmann Johannes Jakob Meyer 71 101 0 05 May 2021
Higgs analysis with quantum classifiers Vasilis Belis Samuel González-Castillo C. Reissel S. Vallecorsa E. Combarro Günther Dissertori F. Reiter 30 44 0 15 Apr 2021
Hybrid Quantum-Classical Graph Convolutional Network Samuel Yen-Chi Chen T. Wei Chao Zhang Haiwang Yu Shinjae Yoo GNN 53 36 0 15 Jan 2021
Quantum Convolutional Neural Networks for High Energy Physics Data Analysis Samuel Yen-Chi Chen T. Wei Chao Zhang Haiwang Yu Shinjae Yoo 92 114 0 22 Dec 2020
Power of data in quantum machine learning Hsin-Yuan Huang Michael Broughton Masoud Mohseni Ryan Babbush Sergio Boixo Hartmut Neven Jarrod R. McClean 90 651 0 03 Nov 2020
A rigorous and robust quantum speed-up in supervised machine learning Yunchao Liu Srinivasan Arunachalam K. Temme 87 542 0 05 Oct 2020
Adversarially Learned Anomaly Detection on CMS Open Data: re-discovering the top quark Oliver Knapp Guenther Dissertori O. Cerri Thong Q. Nguyen J. Vlimant M. Pierini 47 67 0 04 May 2020
Simulation Assisted Likelihood-free Anomaly Detection Anders Andreassen Benjamin Nachman David Shih 50 112 0 14 Jan 2020
Anomaly Detection with Density Estimation Benjamin Nachman David Shih 51 219 0 14 Jan 2020
Variational Autoencoders for New Physics Mining at the Large Hadron Collider O. Cerri Thong Q. Nguyen M. Pierini M. Spiropulu J. Vlimant DRL 41 144 0 26 Nov 2018
Novelty Detection Meets Collider Physics Jan Hajer Ying-Ying Li Tao Liu He Wang 85 103 0 26 Jul 2018
Machine Learning in High Energy Physics Community White Paper K. Albertsson Piero Altoe D. Anderson John R. Anderson Michael Andrews ... Michael Williams Wenjing Wu Stefan Wunsch Kun Yang O. Zapata AI4CE 45 221 0 08 Jul 2018
Supervised learning with quantum enhanced feature spaces Vojtěch Havlíček A. Córcoles K. Temme A. Harrow A. Kandala J. Chow J. Gambetta 84 1,831 0 30 Apr 2018
Quantum Machine Learning Jacob Biamonte P. Wittek Nicola Pancotti Patrick Rebentrost N. Wiebe S. Lloyd 60 2,022 0 28 Nov 2016
Quantum support vector machine for big data classification Patrick Rebentrost Masoud Mohseni S. Lloyd 90 602 0 01 Jul 2013
Introduction to Machine Learning: Class Notes 67577 Amnon Shashua 50 52 0 23 Apr 2009