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2105.14027
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The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider
28 May 2021
T. Aarrestad
M. Beekveld
M. Bona
A. Boveia
S. Caron
J. Davies
A. Simone
C. Doglioni
Javier Mauricio Duarte
A. Farbin
H. Gupta
L. Hendriks
Lukas Heinrich
J. Howarth
P. Jawahar
Adil Jueid
J. Lastow
A. Leinweber
J. Mamuzic
E. Merényi
A. Morandini
P. Moskvitina
C. Nellist
J. Ngadiuba
B. Ostdiek
M. Pierini
B. Ravina
R. R. Austri
S. Sekmen
M. Touranakou
M. Vavskevivciute
R. Vilalta
J. Vlimant
R. Verheyen
M. White
E. Wulff
E. Wallin
K. Wozniak
Z. Zhang
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Papers citing
"The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider"
14 / 14 papers shown
Title
Universal New Physics Latent Space
Anna Hallin
Gregor Kasieczka
Sabine Kraml
A. Lessa
L. Moureaux
Tore von Schwartz
David Shih
AI4CE
38
0
0
29 Jul 2024
Decorrelation using Optimal Transport
M. Algren
J. A. Raine
T. Golling
OT
36
1
0
11 Jul 2023
CURTAINs Flows For Flows: Constructing Unobserved Regions with Maximum Likelihood Estimation
Debasish Sengupta
Samuel Klein
J. A. Raine
T. Golling
OOD
29
27
0
08 May 2023
Unravelling physics beyond the standard model with classical and quantum anomaly detection
Julian Schuhmacher
Laura Boggia
Vasilis Belis
E. Puljak
Michele Grossi
M. Pierini
S. Vallecorsa
F. Tacchino
Panagiotis Kl Barkoutsos
I. Tavernelli
23
26
0
25 Jan 2023
Anomalies, Representations, and Self-Supervision
B. Dillon
Luigi Favaro
Friedrich Feiden
Tanmoy Modak
Tilman Plehn
39
9
0
11 Jan 2023
Resonant Anomaly Detection with Multiple Reference Datasets
Mayee F. Chen
Benjamin Nachman
Frederic Sala
35
5
0
20 Dec 2022
Benchmarking energy consumption and latency for neuromorphic computing in condensed matter and particle physics
Dominique J. Kösters
Bryan A. Kortman
I. Boybat
Elena Ferro
Sagar Dolas
...
T. Rasing
H. Riel
Abu Sebastian
S. Caron
J. Mentink
53
13
0
21 Sep 2022
Learning new physics efficiently with nonparametric methods
Marco Letizia
Gianvito Losapio
Marco Rando
Gaia Grosso
A. Wulzer
M. Pierini
M. Zanetti
Lorenzo Rosasco
OOD
31
31
0
05 Apr 2022
Funnels: Exact maximum likelihood with dimensionality reduction
Samuel Klein
J. A. Raine
Sebastian Pina-Otey
Slava Voloshynovskiy
T. Golling
TPM
38
4
0
15 Dec 2021
Machine Learning in the Search for New Fundamental Physics
G. Karagiorgi
Gregor Kasieczka
S. Kravitz
Benjamin Nachman
David Shih
AI4CE
49
113
0
07 Dec 2021
Autoencoders for Semivisible Jet Detection
F. Canelli
A. de Cosa
L. Le Pottier
J. Niedziela
K. Pedro
M. Pierini
27
33
0
06 Dec 2021
Online-compatible Unsupervised Non-resonant Anomaly Detection
Vinicius Mikuni
Benjamin Nachman
David Shih
34
35
0
11 Nov 2021
Challenges for Unsupervised Anomaly Detection in Particle Physics
Katherine Fraser
S. Homiller
Rashmish K. Mishra
B. Ostdiek
M. Schwartz
DRL
34
43
0
13 Oct 2021
Topological Obstructions to Autoencoding
Joshua D. Batson
C. G. Haaf
Yonatan Kahn
Daniel A. Roberts
AI4CE
44
37
0
16 Feb 2021
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