Accuracy versus precision in boosted top tagging with the ATLAS detector
Creators: name: Aad, Georges
name: Aakvaag, Erlend
name: Abbott, Braden Keim
name: Abdelhameed, Sara
name: Abeling, Kira
name: Abicht, Nils Julius
name: Abidi, Haider
name: Aboelela, Mohammed
name: Aboulhorma, Asmaa
name: Abramowicz, Halina
name: Abreu, Henso
name: Abulaiti, Yiming
name: Acharya, Bobby Samir
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name: Adam Bourdarios, Claire
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name: Adelman, Jahred
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name: Frattari, Guglielmo
name: Frid, Yuval Yitzhak
name: Friend, Johnny
name: Fritzsche, Nick
name: Froch, Alexander
name: Froidevaux, Daniel
name: Frost, James
name: Fu, Yao
name: Fuenzalida Garrido, Sebastian Julio
name: Fujimoto, Minori
name: Fung, Kin Yip
name: Simas Filho, Eduardo Furtado De
name: Furukawa, Marin
name: Fuster Verdu, Juan
name: Gaa, Anne
name: Gabrielli, Alessandro
name: Gabrielli, Andrea
name: Gadow, Philipp
name: Gagliardi, Guido
name: Gagnon, Louis-Guillaume
name: Gaid, Safa
name: Galantzan, Sean
name: Gallas, Elizabeth
name: Gallop, Bruce Joseph
name: Gan, Kock Kiam
name: Ganguly, Sanmay
name: Gao, Yanyan
name: Garay Walls, Francisca
name: Garcia, Berenice
name: Garcia, Carmen
name: Garcia Alonso, Andrea
name: Garcia Caffaro, Arianna Gemma
name: Garcia Navarro, Jose Enrique
name: Garcia-Sciveres, Maurice
name: Gardner, Gwen Llewellyn
name: Gardner, Robert William
name: Garelli, Nicoletta
name: Garg, Diksha
name: Garg, Rocky Bala
name: Gargan, Jack
name: Garner, Christopher Andrew
name: Garvey, Cameron Michael
name: Gassmann, Veritas Katharina
name: Gaudio, Gabriella
name: Gautam, Viveka
name: Gauzzi, Paolo
name: Gavranovic, Jan
name: Gavrilenko, Igor
name: Gavriliuk, Alexander
name: Gay, Colin Warren
name: Gaycken, Goetz
name: Gazis, Evangelos
name: Geanta, Andrei Alexandru
name: Gee, Carolyn
name: Gekow, Alex
name: Gemme, Claudia
name: Genest, Marie-Helene
name: Gentry, Andrew Donald
name: George, Simon
name: George, William Frederick
name: Geralis, Theodoros
name: Gessinger, Paul
name: Geyik, Marvin Emin
name: Ghani, Mohammed
name: Ghorbanian, Keanu
name: Ghosal, Arpan
name: Ghosh, Aishik
name: Ghosh, Anindya
name: Giacobbe, Benedetto
name: Giagu, Stefano
name: Giani, Tommaso
name: Giannini, Antonio
name: Gibson, Stephen
name: Gignac, Matthew
name: Gil, Damian
name: Gilbert, Alexander Kevin
name: Gilbert, Benjamin Jacob
name: Gillberg, Dag
name: Gilles, Geoffrey
name: Ginabat, Louis
name: Gingrich, Doug
name: Giordani, Mapo
name: Giraud, Pierre-Francois
name: Giugliarelli, Gilberto
name: Giugni, Danilo
name: Giuli, Francesco
name: Gkialas, Ioannis
name: Gladilin, Leonid
name: Glasman, Claudia
name: Gledhill, Galen Rhodes
name: Glemza, Gediminas
name: Glisic, Marija
name: Gnesi, Ivan
name: Go, Yeonju
name: Goblirsch-Kolb, Maximilian Emanuel
name: Gocke, Benedikt
name: Godin, Dominique
name: Gokturk, Berare
name: Goldfarb, Steven
name: Golling, Tobias
name: Gololo, Mpho Gift Doctor
name: Golubkov, Dmitry
name: Gombas, Jason Peter
name: Da Silva Gomes, Agostinho
name: Gomes, Gabriel
name: Gomez Delegido, Antonio Jesus
name: Morais Silva Goncalo, Ricardo Jose
name: Gonella, Laura
name: Gongadze, Alexi
name: Gonnella, Francesco
name: Gonski, Julia Lynne
name: Gonzalez, Richards
name: Gonzalez De La Hoz, Santiago
name: Gonzalez Lopez, Ricardo
name: Gonzalez Renteria, Cesar
name: Gonzalez Rodrigues, Marcus Vinicius
name: Gonzalez Suarez, Rebeca
name: Gonzalez Sevilla, Sergio
name: Goossens, Luc
name: Gorini, Benedetto
name: Gorini, Edoardo
name: Gorisek, Andrej
name: Gosart, Thomas Christopher
name: Goshaw, Al
name: Gostkin, Mikhail
name: Goswami, Soumyananda
name: Gottardo, Carlo Alberto
name: Gotz, Stefanie Andrea
name: Gouighri, Mohamed
name: Goumarre, Vincent
name: Goussiou, Anna
name: Govender, Nicolin
name: Grabarczyk, Radoslaw Piotr
name: Grabowska-Bold, Iwona
name: Graham, Kevin Robert
name: Gramstad, Eirik
name: Grancagnolo, Sergio
name: Grant, Charles Michael
name: Gravila, Paul
name: Gravili, Francesco Giuseppe
name: Gray, Heather
name: Greco, Matteo
name: Green, Matthew James
name: Grefe, Christian
name: Grefsrud, Aurora Singstad
name: Gregor, Ingrid
name: Greif, Kevin Thomas
name: Grenier, Philippe
name: Grewe, Simon Gabriel
name: Grillo, Alex
name: Grimm, Katy
name: Grinstein, Sebastian
name: Grivaz, Jean-Francois
name: Gross, Eilam
name: Grosse-Knetter, Joern
name: Grundy, James Cameron
name: Guan, Liang
name: Guerrero Rojas, Jesus
name: Guerrieri, Giovanni
name: Gugel, Ralf
name: Guhit, Jem Aizen Mendiola
name: Guida, Alessandro
name: Guilloton, Eva
name: Guindon, Stefan
name: Guo, Fangyi
name: Guo, Jun
name: Guo, Linghua
name: Guo, Yuxiang
name: Gupta, Rajat
name: Gurbuz, Saime
name: Gurdasani, Simran Sunil
name: Gustavino, Giuliano
name: Gutierrez, Phillip
name: Gutierrez Zagazeta, Luis Felipe
name: Gutsche, Manuel
name: Gutschow, Christian
name: Gwenlan, Claire
name: Gwilliam, Carl
name: Haaland, Even Simonsen
name: Haas, Andrew
name: Habedank, Martin
name: Haber, Carl
name: Hadavand, Haleh
name: Hadef, Asma
name: Hadzic, Sejla
name: Hagan, Alina
name: Hahn, Jan Joachim
name: Haines, Emil
name: Haleem, Mahsana
name: Haley, Joseph
name: Hall, Jack Joseph
name: Hallewell, Gregory
name: Halser, Lea
name: Hamano, Kenji
name: Hamer, Matthias
name: Hamity, Guillermo Nicolas
name: Hampshire, Emily Jane
name: Han, Jingyi
name: Han, Kunlin
name: Han, Liangliang
name: Han, Liang
name: Han, Shuo
name: Han, Yi Fei
name: Hanagaki, Kazunori
name: Hance, Mike
name: Hangal, Dhanush Anil
name: Hanif, Hamza
name: Hank, Michael Donald
name: Hansen, Jorgen Beck
name: Hansen, Peter
name: Harada, Daigo
name: Harenberg, Torsten
name: Harkusha, Siarhei
name: Harris, Matthew Leary
name: Harris, Ynyr
name: Harrison, Jack
name: Harrison, Natalie
name: Harrison, Paul Fraser
name: Hartman, Nicole Michelle
name: Hartmann, Nikolai
name: Hasan, Rosanne Zara
name: Hasegawa, Yoji
name: Haslbeck, Florian
name: Hassan, Sohaib
name: Hauser, Reiner
name: Hawkes, Chris
name: Hawkings, Richard
name: Hayashi, Yuichiro
name: Hayden, Daniel
name: Hayes, Christopher Robyn
name: Hayes, Robin
name: Hays, Chris
name: Hays, Jonathan
name: Hayward, Helen
name: He, Fudong
name: He, Mingxu
name: He, Yajun
name: He, Yi
name: Heatley, Nathan Barry
name: Hedberg, Vincent
name: Heggelund, Andreas Lokken
name: Hehir, Natasha
name: Heidegger, Constantin
name: Heidegger, Kim Katrin
name: Heilman, Jesse
name: Heim, Sarah
name: Heim, Timon
name: Heinlein, James Geddy
name: Heinrich, Jochen Jens
name: Heinrich, Lukas Alexander
name: Hejbal, Jiri
name: Held, Alexander
name: Hellesund, Simen
name: Helling, Cole Michael
name: Hellman, Sten
name: Henderson, Robert
name: Henkelmann, Lars
name: Henriques Correia, Ana Maria
name: Herde, Hannah Elizabeth
name: Hernandez Jimenez, Yesenia
name: Herrmann, Lena Maria
name: Herrmann, Tim
name: Herten, Gregor
name: Hertenberger, Ralf
name: Hervas, Luis
name: Hesping, Moritz
name: Hessey, Nigel
name: Hidaoui, Mourad
name: Hidic, Nihad
name: Hill, Ewan Chin
name: Hillier, Stephen
name: Hinds, Julia Rose
name: Hinterkeuser, Florian
name: Hirose, Minoru
name: Hirose, Shigeki
name: Hirschbuehl, Dominic
name: Hitchings, Tom
name: Hiti, Bojan
name: Hobbs, John David
name: Hobincu, Radu
name: Tal Hod, Noam
name: Hodgkinson, Mark
name: Hodkinson, Ben
name: Hoecker, Andreas
name: Hofer, Dustyn Dean
name: Hofer, Judith
name: Holm, Tanja
name: Holzbock, Michael
name: Hommels, Bart
name: Honan, Benjamin Paul
name: Hong, Jae Jin
name: Hong, Jiangliu
name: Hong, Tae Min
name: Hooberman, Benjamin Henry
name: Hopkins, Walter
name: Hoppesch, Matthew Caleb
name: Horii, Yasuyuki
name: Hou, Suen
name: Howard, Alissa Shirley-Ann
name: Howarth, James William
name: Hoya, Joaquin
name: Hrabovsky, Miroslav
name: Hrynevich, Aliaksei
name: Hrynova, Tetiana
name: Hsu, Pai-Hsien
name: Hsu, Shih-Chieh
name: Hsu, Tao
name: Hu, Miao
name: Hu, Qipeng
name: Huang, Shuhui
name: Huang, Xinhui
name: Huang, Yicong
name: Huang, Yan
name: Huang, Yanping
name: Huang, Zuchen
name: Hubacek, Zdenek
name: Hubner, Michael
name: Huegging, Fabian
name: Huffman, Todd Brian
name: Hugli, Cedrine Alexandra
name: Huhtinen, Mika
name: Huiberts, Simon Kristian
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name: Huseynov, Nazim
name: Huston, Joey
name: Huth, John
name: Hyneman, Rachel Jordan
name: Iacobucci, Giuseppe
name: Iakovidis, George
name: Iconomidou-Fayard, Lydia
name: Iddon, James Philip
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name: Iiyama, Yutaro
name: Iizawa, Tomoya
name: Ikegami, Yoichi
name: Ilic, Nikolina
name: Imam, Hajar
name: Ince Lezki, Merve
name: Ingebretsen Carlson, Tom
name: Inglis, James Matthew
name: Introzzi, Gianluca
name: Iodice, Mauro
name: Ippolito, Valerio
name: Irwin, Rebecca Katie
name: Ishino, Masaya
name: Islam, Wasikul
name: Issever, Cigdem
name: Istin, Serhat
name: Ito, Hiroki
name: Iuppa, Roberto
name: Ivina, Anna
name: Izen, Joseph Michael
name: Izzo, Vincenzo
name: Jacka, Petr
name: Jackson, Paul
name: Jagfeld, Christoph
name: Jain, Geetika
name: Jain, Prasham
name: Jakobs, Karl
name: Jakoubek, Tomas
name: Jamieson, Jonathan
name: Jang, Wonho
name: Javurkova, Martina
name: Jawahar, Pratik
name: Jeanty, Laura
name: Jejelava, Juansher
name: Jenni, Peter
name: Jessiman, Callan
name: Jia, Chen
name: Jia, Jiangyong
name: Jia, Xuewei
name: Jia, Zihang
name: Jiang, Cheng
name: Jiggins, Stephen
name: Jimenez Pena, Javier
name: Jin, Shan
name: Jinaru, Adam
name: Jinnouchi, Osamu
name: Johansson, Per Daniel Conny
name: Johns, Kenneth
name: Johnson, Jacob Wayne
name: Jolly, Fiona Ann
name: Jones, Dominic
name: Jones, Eleanor
name: Jones, Kyle Scott
name: Jones, Paul
name: Jones, Roger
name: Jones, Tim
name: Joos, Hans Ludwig
name: Joshi, Roshan
name: Jovicevic, Jelena
name: Ju, Xiangyang
name: Junggeburth, Johannes
name: Junkermann, Thomas
name: Juste Rozas, Aurelio
name: Juzek, Monika Katarzyna
name: Kabana, Sonia
name: Kaczmarska, Anna
name: Kado, Marumi
name: Kagan, Harris
name: Kagan, Michael
name: Kahn, Abraham
name: Kahra, Christian
name: Kaji, Toshiaki
name: Kajomovitz Must, Enrique
name: Kakati, Nilotpal
name: Kalaitzidou, Ilia
name: Kalderon, Will
name: Kang, Nathan Jihoon
name: Kar, Deepak
name: Karava, Kla
name: Kareem, Mohammad
name: Karentzos, Efstathios
name: Karkout, Osama
name: Karpov, Sergey
name: Karpova, Zoya
name: Kartvelishvili, Vato
name: Karyukhin, Andrey
name: Kasimi, Eirini
name: Katzy, Judith
name: Kaur, Sandeep
name: Kawade, Kentaro
name: Kawale, Mayuri Prabhakar
name: Kawamoto, Chihiro
name: Kawamoto, Tatsuo
name: Kay, Ellis
name: Kaya, Colette
name: Kazakos, Stergios
name: Kazanin, Vassili
name: Ke, Yan
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name: Keeler, Richard
name: Kehris, Gustavs
name: Keller, John Stakely
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name: Kempster, Jacob Julian
name: Kennedy, Philip
name: Kepka, Oldrich
name: Kerridge, Benjamin Philip
name: Kersten, Susanne
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name: Keszeghova, Lucia
name: Ketabchi, Sana
name: Khan, Raees Ahmad
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name: Kharlamova, Tatyana
name: Khoda, Elham
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name: Khoriauli, Gia
name: Khubua, Djemal
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name: Kim, Doyeong
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name: Kirk, Julie
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name: Kitsaki, Chara
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name: Klassen, Martin
name: Klein, Christoph Thomas
name: Klein, Lucas
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name: Klein, Samuel Byrne
name: Klein, Uta
name: Klimek, Pawel Jan
name: Klimentov, Alexei
name: Klioutchnikova, Tatiana
name: Kluit, Peter
name: Kluth, Stefan
name: Kneringer, Emmerich
name: Knight, Timothy Michael
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name: Kobylianskii, Dmitrii
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name: Kodys, Peter
name: Kock, Daniela
name: Konig, Philipp
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name: Kolay, Orcun
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name: Kong, Albert
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name: Kordas, Kostas
name: Korn, Andreas
name: Korn, Steffen
name: Korolkov, Ilya
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name: Kortman, Bryan
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name: Kortner, Sandra
name: Kostecka, Will
name: Kostyukhin, Vadim
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name: Kotwal, Ashutosh
name: Koulouris, Aimilianos
name: Kourkoumeli-Charalampidi, Athina
name: Kourkoumelis, Christine
name: Kourlitis, Vangelis
name: Kovanda, Ondrej
name: Kowalewski, Bob
name: Kozanecki, Witold
name: Kozhin, Anatoli
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name: Kramberger, Gregor
name: Kramer, Peter
name: Krasny, Mieczyslaw Witold
name: Krasznahorkay, Attila
name: Kraus, Arthur Charles
name: Kraus, Johanna Wanda
name: Kremer, Jakub
name: Kresse, Tom
name: Kretschmann, Lukas
name: Kretzschmar, Jan
name: Kreul, Ken Matthias
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name: Krivos, Martin
name: Krizka, Karol
name: Kroeninger, Kevin Alexander
name: Kroha, Hubert
name: Kroll, Jiri
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name: Krueger, Hans
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name: Kuchinskaia, Olesia
name: Kuday, Sinan
name: Kuehn, Susanne
name: Kusters, Roman
name: Kuhl, Thorsten
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name: Koultchitski, Yuri
name: Kuleshov, Serguei
name: Kumar, Mukesh
name: Kumari, Neelam
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name: Kupco, Alexander
name: Kupfer, Tobias
name: Kupich, Andrey
name: Kuprash, Oleg
name: Kurashige, Hisaya
name: Kurchaninov, Leonid
name: Kurdysh, Oleksii
name: Kurochkin, Yurii
name: Kurova, Anastasia
name: Kuze, Masahiro
name: Kvam, Audrey Katherine
name: Kvita, Jiri
name: Kwan, Tony
name: Kyriacou, Nicholas
name: Laatu, Lauri
name: Lacasta Llacer, Carlos
name: Lacava, Francesco
name: Lacker, Heiko Markus
name: Lacour, Didier
name: Lad, Nisha
name: Ladygin, Evgueni
name: Lafarge, Arthur
name: Laforge, Bertrand
name: Lagouri, Theodota
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name: Lai, Stan
name: Lambert, Joseph Earl
name: Lammers, Sabine Wedam
name: Lampl, Walter
name: Lampoudis, Christos
name: Lamprinoudis, Georgios
name: Lancaster, Alec
name: Lancon, Eric Christian
name: Landgraf, Ulrich
name: Landon, Murrough
name: Lang, Valerie
name: Langrekken, Oda Kristin Berg
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name: Lanni, Francesco
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name: Lanza, Agostino
name: Laporte, Jean-Francois
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name: Laurier, Alexandre
name: Lawlor, Sean Dean
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name: Lazzaroni, Massimo
name: Le, Brian
name: Le Boulicaut Ennis, Elise Maria
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name: Leblanc, Matt
name: Ledroit, Fabienne
name: Lee, Shih-Chang
name: Lee, Suhyun
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name: Lefebvre, Michel
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name: Lehmann Miotto, Giovanna
name: Leigh, Matthew
name: Leight, William Axel
name: Leinonen, Waltteri
name: Leisos, Antonios
name: Lisboa Leite, Marco
name: Leitgeb, Clara Elisabeth
name: Leitner, Rupert
name: Leney, Katharine
name: Lenz, Tatjana
name: Leone, Sandra
name: Leonidopoulos, Christos
name: Leopold, Alexander
name: Les, Robert
name: Lester, Christopher
name: Levchenko, Mikhail
name: Leveque, Jessica
name: Levinson, Lorne
name: Levrini, Giacomo
name: Lewicki, Maciej Piotr
name: Lewis, Charles
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name: Li, Ang
name: Li, Bing
name: Li, Chihao
name: Li, Changqiao
name: Li, Heng
name: Li, Han
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name: Li, Haifeng
name: Li, Jialin
name: Li, Ke
name: Li, Liang
name: Li, Mengran
name: Li, Shuqi
name: Li, Shu
name: Li, Tong
name: Li, Xingguo
name: Li, Zhiying
name: Li, Zhelun
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name: Li, Zhijie
name: Liang, Shiyi
name: Liang, Zhijun
name: Liberatore, Marianna
name: Liberti, Barbara
name: Lie, Ki
name: Lieber Marin, Juan
name: Lien, Hsuan-Chu
name: Lin, Hui-Chi
name: Lin, Kuan-Yu
name: Lindley, Rachel Elizabeth
name: Lindon, Jack
name: Ling, Jerry
name: Lipeles, Elliot
name: Lipniacka, Anna
name: Lister, Alison
name: Little, Jared
name: Liu, Bo
name: Liu, Bingxuan
name: Liu, Danning
name: Liu, Eric Hsien Lung
name: Liu, Jianbei
name: Liu, Jesse
name: Liu, Kang
name: Liu, Kun
name: Liu, Minghui
name: Liu, Mingyi
name: Liu, Peilian
name: Liu, Qibin
name: Liu, Xiaotian
name: Liu, Xinyan
name: Liu, Yang
name: Liu, Yanlin
name: Liu, Yanwen
name: Lloyd, Steve
name: Lobodzinska, Ewelina Maria
name: Loch, Peter
name: Lohse, Thomas
name: Lohwasser, Kristin
name: Loiacono, Eleonora
name: Lokajicek, Milos
name: Lomas, Joshua David
name: Long, Jonathan
name: Longarini, Iacopo
name: Longo, Riccardo
name: Lopez Paz, Ivan
name: Lopez Solis, Alvaro
name: Lopez-Canelas, Nicholas Albert
name: Lorenzo Martinez, Narei
name: Lory, Alexander
name: Losada, Martha Alice
name: Loeschcke Centeno, Gianna
name: Loseva, Olesia
name: Lou, Xuanhong
name: Lou, Xinchou
name: Lounis, Abdenour
name: Love, Peter
name: Lu, Gangcheng
name: Lu, Miaoran
name: Lu, Sicong
name: Lu, Yun-Ju
name: Lubatti, Henry
name: Luci, Claudio
name: Lucio Alves, Fabio Lucio
name: Luehring, Fred
name: Luise, Ilaria
name: Lukianchuk, Oleksii
name: Lundberg, Olof
name: Lund-Jensen, Bengt
name: Luongo, Nicholas
name: Lutz, Margaret
name: Lux, Adam Brayton
name: Lynn, David
name: Lysak, Roman
name: Lytken, Else
name: Lyubushkin, Vladimir
name: Lyubushkina, Tatiana
name: Lyukova, Mars
name: Soberi, Firdaus
name: Ma, Hong
name: Ma, Kuo
name: Ma, Lianliang
name: Ma, Wenhao
name: Ma, Yanhui
name: Macdonald, Jack
name: Machado De Abreu Farias, Paulo Cesar
name: Madar, Romain
name: Madula, Thandikire
name: Maeda, Junpei
name: Maeno, Tadashi
name: Maguire, Helen Ruth
name: Maiboroda, Vera
name: Maio, Amelia
name: Maj, Klaudia
name: Majersky, Oliver
name: Majewski, Stephanie
name: Makovec, Nikola
name: Maksimovic, Veljko
name: Malaescu, Bogdan
name: Malecki, Pawel
name: Maleev, Victor
name: Malek, Fairouz
name: Mali, Miha
name: Malito, Davide
name: Mallik, Usha
name: Maltezos, Stavros
name: Malyukov, Sergey
name: Mamuzic, Judita
name: Mancini, Giada
name: Mancini, Maya Nicole
name: Manco, Giulia
name: Mandalia, Jesal
name: Mandarry, Shaadil Shah
name: Mandic, Igor
name: Manhaes De Andrade Filho, Luciano
name: Maniatis, Ioannis Michail
name: Manjarres, Joany
name: Mankad, Dvij
name: Mann, Alexander
name: Manzoni, Stefano
name: Mao, Lining
name: Mapekula, Xola Gugulethu
name: Marantis, Alexandros
name: Marchiori, Giovanni
name: Marcisovsky, Michal
name: Marcon, Caterina
name: Marinescu, Mihaela
name: Marium, Sadia
name: Marjanovic, Marija
name: Markhoos, Ahmed
name: Markovitch, Mathieu
name: Marshall, Emma
name: Marshall, Zach
name: Marti I Garcia, Salvador
name: Martin, Juliette
name: Martin, Tim
name: Martin, Victoria
name: Martin Dit Latour, Bertrand
name: Martinelli, Luca
name: Martinez-Perez, Mario
name: Martinez Agullo, Pablo
name: Martinez Outschoorn, Verena Ingrid
name: Martinez Suarez, Paula
name: Martin-Haugh, Stewart
name: Martinovicova, Gabriela
name: Martoiu, Sorin
name: Martynwood, Alex Christopher
name: Marzin, Antoine
name: Mascione, Daniela
name: Masetti, Lucia
name: Masik, Jiri
name: Maslennikov, Alexei
name: Massarotti, Paolo
name: Mastrandrea, Paolo
name: Mastroberardino, Anna
name: Masubuchi, Tatsuya
name: Mathisen, Thomas
name: Matousek, Jan
name: Maurer, Julien
name: Maury, Arnaud Jean
name: Macek, Bostjan
name: Maximov, Dmitriy
name: May, Alex
name: Mazini, Rachid
name: Maznas, Ioannis
name: Mazza, Maria
name: Mazza, Simone Michele
name: Mazzeo, Elena
name: Mc Ginn, Christopher
name: Mc Gowan, John Patrick
name: Mc Kee, Shawn
name: Mccracken, Callum
name: Mcdonald, Millie
name: Mcdougall, Ashley Ellen
name: Mcfayden, Josh
name: Mc Govern, Bobby
name: Mckenzie, Ryan Peter
name: Mclachlan, Thomas Christopher
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name: Meyer, Chris
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name: Miller, David
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name: Mitra, Ankush
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name: Nechansky, Filip
name: Nedic, Luka
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name: Neubauer, Mark
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name: Niermann, Joana
name: Nikiforou, Nikiforos
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name: Postolache, Petronel
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name: Pretel, Jose
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name: Primavera, Margherita
name: Primomo, Lorenzo
name: Principe Martin, Miguel Angel
name: Privara, Radek
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name: Proklova, Nadezhda
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name: Qin, Quake
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name: Raffaeli, Fabiola
name: Ragusa, Francesco
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name: Rankin, Dylan Sheldon
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name: Rassloff, Damir Fabrice
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name: Rave, Stefan
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name: Redlinger, George
name: Reed, Alice
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name: Reidelsturz, Joshua Aaron
name: Reikher, David
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name: Rembser, Christoph
name: Renda, Michele
name: Renner, Frederic
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name: Rescia, Alberto
name: Resconi, Silvia
name: Ressegotti, Martina
name: Rettie, Sebastien
name: Reyes Rivera, Jose Gabriel
name: Reynolds, Elliot
name: Rezanova, Olga
name: Reznicek, Pavel
name: Riani, Hanane
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name: Richter, Robert
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name: Ridel, Melissa
name: Ridouani, Selaiman
name: Rieck, Patrick
name: Riedler, Petra
name: Riefel, Ellen Maria
name: Rieger, Oliver
name: Rijssenbeek, Michael
name: Rimoldi, Marco
name: Rinaldi, Lorenzo
name: Rincke, Philipp
name: Rinn, Timothy Thomas
name: Rinnagel, Maximilian Paul
name: Ripellino, Giulia
name: Riu, Imma
name: Rivera Vergara, Juan Cristobal
name: Rizatdinova, Flera
name: Rizvi, Eram Syed
name: Roberts, Ryan
name: Roberts, Sam
name: Robertson, Steven
name: Robinson, Dave
name: Robles Manzano, Marisol
name: Robson, Aidan
name: Rocchi, Alessandro
name: Roda, Chiara
name: Rodriguez Bosca, Sergi
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name: Roe, Shaun
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name: Roepe-Gier, Amber
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name: Romano, Marino
name: Romero, Anabel
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name: Roos, Lydia
name: Rosati, Stefano
name: Rosser, Benjamin John
name: Rossi, Eleonora
name: Rossi, Elvira
name: Rossi, Leonardo
name: Rossini, Lorenzo
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name: Rubio Jimenez, Adrian
name: Ruby, Adam James
name: Ruelas Rivera, Victor Hugo
name: Ruggeri, Tristan Andrew
name: Ruggiero, Alessandro
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name: Rurikova, Zuzana
name: Rusakovich, Nikolai
name: Russell, Heather
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name: Rybar, Martin
name: Rye, Eli Baverfjord
name: Ryzhov, Andrey
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name: Saha, Shreya
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name: Saibel, Andrej
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name: Saito, Masahiko
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name: Salnikov, Andy
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name: Salvador Salas, Adrian
name: Salvatore, Daniela
name: Salvatore, Fabrizio
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name: Sampson, Elliot James
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name: Sandaker, Heidi
name: Sander, Christian
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name: Sankey, David
name: Sano, Takane
name: Sansoni, Andrea
name: Santi, Lorenzo
name: Santoni, Claudio
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name: Sauvan, Emmanuel
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name: Schefer, Meinrad Moritz
name: Chtcheguelski, Valery
name: Scheirich, Daniel
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name: Schiavi, Carlo
name: Schioppa, Marco
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name: Schleicher, Katharina
name: Schlenker, Stefan
name: Schmeing, Jonas
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name: Scholer, Patrick
name: Schopf, Elisabeth
name: Schott, Matthias
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name: Schroer, Tomke
name: Schultz-Coulon, Hans-Christian
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name: Schune, Philippe
name: Schuy, Alexander Joseph
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name: Schwartzman, Ariel Gustavo
name: Schwarz, Thomas Andrew
name: Schwemling, Philippe
name: Schwienhorst, Reinhard
name: Sciacca, Gianfranco
name: Sciandra, Andrea
name: Sciolla, Gabriella
name: Scuri, Fabrizio
name: Sebastiani, Cristiano
name: Sedlaczek, Kevin
name: Seidel, Sally
name: Seiden, Abraham
name: Seidlitz, Blair Daniel
name: Seitz, Claudia
name: Seixas, Jose
name: Sekhniaidze, Givi
name: Selem, Luka
name: Semprini Cesari, Nicola
name: Sengupta, Debajyoti
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name: Sessa, Marco
name: Severini, Horst
name: Sforza, Federico
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name: Shaheen, Rabia
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name: Shan, Lianyou
name: Shapiro, Marjorie
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name: Sharma, Punit
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name: Shaw, Kate
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name: Shen, Qiuping
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name: Shi, Liaoshan
name: Shi, Xin
name: Shimizu, Shima
name: Shimmin, Chase Owen
name: Shinner, James David
name: Shipsey, Ian
name: Shirabe, Shohei
name: Shiyakova, Mariya
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name: Shrestha, Bijay
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name: Sicho, Petr
name: Sickles, Anne Marie
name: Sideras Haddad, Elias
name: Sidley, Alexandra Claire
name: Sidoti, Antonio
name: Siegert, Frank
name: Sijacki, Dorde
name: Sili, Francisco
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name: Silva Oliveira, Marcos Vinicius
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name: Simion, Stefan
name: Simoniello, Rosa
name: Simpson, Ethan Lewis
name: Simpson, Harry
name: Simpson, Liana
name: Simpson, Nathan Daniel
name: Simsek, Sinem
name: Sindhu, Sreelakshmi
name: Sinervo, Pekka
name: Singh, Sahibjeet
name: Sinha, Supriya
name: Sinha, Sukanya
name: Sioli, Maximiliano
name: Siral, Ismet
name: Sitnikova, Elizaveta
name: Sjoelin, Joergen
name: Skaf, Ali
name: Skorda, Eleni
name: Skubic, Patrick
name: Slawinska, Magdalena
name: Smakhtin, Vladimir
name: Smart, Ben Harry
name: Smirnov, Serge
name: Smirnov, Yury
name: Smirnova, Lidia
name: Smirnova, Oxana
name: Smith, Andrew Caldon
name: Smith, Dylan Ronald
name: Smith, Emily Ann
name: Smith, Hayden Alexander
name: Smith, James
name: Smith, Rachel Emma Clarke
name: Smizanska, Maria
name: Smolek, Karel
name: Snesarev, Andrei
name: Snider, Sean Robert
name: Snoek, Hella
name: Snyder, Scott
name: Sobie, Randy
name: Soffer, Abi
name: Solans Sanchez, Carlos
name: Soldatov, Evgeny
name: Soldevila Serrano, Urmila
name: Solodkov, Sanya
name: Solomon, Shalu
name: Soloshenko, Aleksey
name: Solovieva, Ksenia
name: Solovyanov, Oleg
name: Sommer, Philip
name: Sonay, Anil
name: Song, Wen Yi
name: Sopczak, Andre
name: Sopio, Alex
name: Sopkova, Filomena
name: Sorenson, Josef Daniel
name: Sotarriva Alvarez, Isai Roberto
name: Sothilingam, Varsiha
name: Soto Sandoval, Orlando Javier
name: Sottocornola, Simone
name: Soualah, Rachik
name: Soumaimi, Zainab
name: South, David
name: Soybelman, Nathalie
name: Spagnolo, Stefania
name: Spalla, Margherita
name: Sperlich, Dennis
name: Spigo, Giancarlo
name: Spisso, Bernardino
name: Spiteri, Dwayne Patrick
name: Spousta, Martin
name: Staats, Ezekiel
name: Stamen, Rainer
name: Stampekis, Alexios
name: Standke, Mark
name: Stanecka, Ewa
name: Stanek-Maslouska, Weronika
name: Stange, Max Vincent
name: Stanislaus, Beojan
name: Stanitzki, Marcel
name: Stapf, Birgit Sylvia
name: Starchenko, Jenya
name: Stark, Giordon Holtsberg
name: Stark, Jan
name: Staroba, Pavel
name: Starovoitov, Pavel
name: Staerz, Steffen
name: Staszewski, Rafal
name: Stavropoulos, George
name: Steinberg, Peter Alan
name: Stelzer, Bernd
name: Stelzer, Joerg
name: Stelzer-Chilton, Oliver
name: Stenzel, Hasko
name: Stevenson, Thomas James
name: Stewart, Graeme A.
name: Stewart, Joshua Ryan
name: Stockton, Mark
name: Stoicea, Gabriel
name: Stolarski, Marcin
name: Stonjek, Stefan
name: Straessner, Arno
name: Strandberg, Jonas
name: Strandberg, Sara
name: Stratmann, Maren
name: Strauss, Mike
name: Strebler, Thomas
name: Strizenec, Pavol
name: Strohmer, Raimund
name: Strom, David
name: Stroynowski, Ryszard
name: Strubig, Antonia
name: Stucci, Stefania Antonia
name: Stugu, Bjarne
name: Stupak, John
name: Styles, Nicholas
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name: Su, Shixiang
name: Su, Wanyun
name: Su, Xiaowen
name: Suchy, Daniel
name: Sugizaki, Kaito
name: Sulin, Vladimir
name: Sullivan, Matthew James
name: Sultan, D. M. S.
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name: Sultanov, Salekh
name: Sumida, Toshi
name: Sun, Shaojun
name: Gudnadottir, Olga
name: Sur, Nairit
name: Sutton, Mark
name: Suzuki, Hisanori
name: Svatos, Michal
name: Swiatlowski, Maximilian J.
name: Swirski, Thorben
name: Sykora, Ivan
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name: Sykora, Tomas
name: Ta, Duc
name: Tackmann, Kerstin
name: Taffard, Anyes
name: Tafirout, Reda
name: Tafoya Vargas, Juan Salvador
name: Takubo, Yosuke
name: Talby, Mossadek
name: Talyshev, Alexei
name: Tam, Kai Chung
name: Tamir, Nadav Michael
name: Tanaka, Aoto
name: Tanaka, Junichi
name: Tanaka, Rei
name: Tanasini, Martino
name: Tao, Zhengcheng
name: Tapia Araya, Sebastian
name: Tapprogge, Stefan
name: Tarek, Ahmed
name: Tarem, Shlomit
name: Tariq, Khuram
name: Tarna, Grigore
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name: Zaid, Estifa'A
name: Zak, Zuzanna Katarzyna
name: Zakareishvili, Tamar
name: Zambito, Stefano
name: Zamora Saa, Jilberto Antonio
name: Zang, Jiaqi
name: Zanzi, Daniele
name: Zaplatilek, Ota
name: Zeitnitz, Christian
name: Zeng, Hao
name: Zeng, Jiancong
name: Zenger, Todd
name: Zenin, Oleg
name: Zenis, Tibor
name: Zenz, Seth
name: Zerradi, Soufiane
name: Zerwas, Dirk
name: Zhai, Mingjie
name: Zhang, Dengfeng
name: Zhang, Jie
name: Zhang, Jinlong
name: Zhang, Kaili
name: Zhang, Luxin
name: Zhang, Lei
name: Zhang, Peng
name: Zhang, Rui
name: Zhang, Shuzhou
name: Zhang, Sijing
name: Zhang, Tingyu
name: Zhang, Xiangke
name: Zhang, Xueyao
name: Zhang, Yulei
name: Zhang, Yuwen Ebony
name: Zhang, Yixiang
name: Zhang, Zhicai
name: Zhang, Zhuolin
name: Zhang, Zhiqing Philippe
name: Zhao, Haoran
name: Zhao, Tongbin
name: Zhao, Yuzhan
name: Zhao, Zhengguo
name: Zhao, Zihan
name: Zhemchugov, Alexey
name: Zheng, Jinchao
name: Zheng, Kai
name: Zheng, Xiangxuan
name: Zheng, Zhi
name: Zhong, Dewen
name: Zhou, Bing
name: Zhou, Hao
name: Zhou, Ning
name: Zhou, Yan
name: Zhou, Yong
name: Zhou, You
name: Zhu, Chengguang
name: Zhu, Junjie
name: Zhu, Xuliang
name: Zhu, Yifan
name: Zhu, Yingchun
name: Zhuang, Xuai
name: Zhukov, Konstantin
name: Zimine, Nikolai
name: Zinsser, Joachim
name: Ziolkowski, Michal
name: Zivkovic, Lidija
name: Zoccoli, Antonio
name: Zoch, Knut
name: Zorbas, Theodore
name: Zormpa, Olga
name: Zou, Wenkai
name: Zwalinski, Lukasz
name: ATLAS Collaboration
Publisher: name: Deutsches Elektronen-Synchrotron, DESY, Hamburg
Year: 2024
Subjects: top, decay
top, boosted particle
p p, scattering
new physics, search for
performance
ATLAS
machine learning
transverse
CERN LHC Coll
TeV

description: The identification of top quark decays where the top quark has a large momentum transverse to the beam axis, known as $top$$tagging$, is a crucial component in many measurements of Standard Model processes and searches for beyond the Standard Model physics at the Large Hadron Collider. Machine learning techniques have improved the performance of top tagging algorithms, but the size of the systematic uncertainties for all proposed algorithms has not been systematically studied. This paper presents the performance of several machine learning based top tagging algorithms on a dataset constructed from simulated proton-proton collision events measured with the ATLAS detector at $\sqrt{s} = 13$ TeV. The systematic uncertainties associated with these algorithms are estimated through an approximate procedure that is not meant to be used in a physics analysis, but is appropriate for the level of precision required for this study. The most performant algorithms are found to have the largest uncertainties, motivating the development of methods to reduce these uncertainties without compromising performance. To enable such efforts in the wider scientific community, the datasets used in this paper are made publicly available.