Explainable AI for ML jet taggers using expert variables and layerwise relevance propagation
Explainable AI for ML jet taggers using expert variables and layerwise relevance propagation
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使用专家变量和分层相关性传播的 ML jet 标记器的可解释 AI
DOI：
10.1007/jhep05(2021)208
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发表时间：
2021
影响因子：
5.4
通讯作者：
Schubert, Ulrich
中科院分区：
文献类型：
--
作者：
Agarwal, Garvita;Hay, Lauren;Iashvili, Ia;Mannix, Benjamin;McLean, Christine;Morris, Margaret;Rappoccio, Salvatore;Schubert, Ulrich
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影响因子：
5
作者：
Eric A. Moreno;Thong Q. Nguyen;J. Vlimant;O. Cerri;H. Newman;Avikar Periwal;M. Spiropulu;Javier Mauricio Duarte;M. Pierini
通讯作者：
Eric A. Moreno;Thong Q. Nguyen;J. Vlimant;O. Cerri;H. Newman;Avikar Periwal;M. Spiropulu;Javier Mauricio Duarte;M. Pierini
影响因子：
5.4
作者：
O. Kitouni;B. Nachman;C. Weisser;Mike Williams
通讯作者：
O. Kitouni;B. Nachman;C. Weisser;Mike Williams
DOI：
10.1088/0954-3899/39/6/063001
发表时间：
2011-12
期刊：
Journal of Physics G
影响因子：
--
作者：
A. Altheimer;S. Arora;L. Asquith;G. Brooijmans;J. Butterworth;M. Campanelli;B. Chapleau;A. Cholakian;J. Chou;M. Dasgupta;A. Davison;J. Dolen;S. D. Ellis;R. Essig;G. J. Fan;R. Field;Alessandro Fregoso;Jason Gallicchio;Y. Gershtein;A. Gomes;A. Haas;E. Halkiadakis;V. Halyo;S. Hoeche;A. Hook;A. Hornig;P.-Y. Huang;E. Izaguirre;M. Jankowiak;G. Kribs;D. Krohn;A. Larkoski;A. Lath;Chan Gyu Lee;S.-H. Lee;P. Loch;P. Maksimovic;M. Martinez;Daniel W. Miller;T. Plehn;K. Prokofiev;R. Rahmat;S. Rappoccio;A. Safonov;G. Salam;S. Schumann;M. Schwartz;A. Schwartzman;M. Seymour;Jun-Wen Shao;P. Sinervo;M. Son;D. Soper;M. Spannowsky;Iain W. Stewart;M. Strassler;Emanuel Strauss;M. Takeuchi;J. Thaler;S. Thomas;B. Tweedie;R. V. Sierra;C. Vermilion;M. Villaplana;M. Vos;J. Wacker;D. Walker;J. Walsh;Lian-tao Wang;S. Wilbur;W. zhu
通讯作者：
A. Altheimer;S. Arora;L. Asquith;G. Brooijmans;J. Butterworth;M. Campanelli;B. Chapleau;A. Cholakian;J. Chou;M. Dasgupta;A. Davison;J. Dolen;S. D. Ellis;R. Essig;G. J. Fan;R. Field;Alessandro Fregoso;Jason Gallicchio;Y. Gershtein;A. Gomes;A. Haas;E. Halkiadakis;V. Halyo;S. Hoeche;A. Hook;A. Hornig;P.-Y. Huang;E. Izaguirre;M. Jankowiak;G. Kribs;D. Krohn;A. Larkoski;A. Lath;Chan Gyu Lee;S.-H. Lee;P. Loch;P. Maksimovic;M. Martinez;Daniel W. Miller;T. Plehn;K. Prokofiev;R. Rahmat;S. Rappoccio;A. Safonov;G. Salam;S. Schumann;M. Schwartz;A. Schwartzman;M. Seymour;Jun-Wen Shao;P. Sinervo;M. Son;D. Soper;M. Spannowsky;Iain W. Stewart;M. Strassler;Emanuel Strauss;M. Takeuchi;J. Thaler;S. Thomas;B. Tweedie;R. V. Sierra;C. Vermilion;M. Villaplana;M. Vos;J. Wacker;D. Walker;J. Walsh;Lian-tao Wang;S. Wilbur;W. zhu
影响因子：
5.5
作者：
Gregor Kasieczka;T. Plehn;A. Butter;K. Cranmer;Dipsikha Debnath;B. Dillon;M. Fairbairn;D. Faroughy;W. Fedorko;L. Gouskos;J. Kamenik;Patrick T. Komiske;Simon Leiss;A. Lister;S. Macaluso;S. Macaluso;E. Metodiev;L. Moore;B. Nachman;B. Nachman;Karl Nordström;J. Pearkes;H. Qu;Y. Rath;M. Rieger;D. Shih;J. Thompson;Sreedevi Varma
通讯作者：
Gregor Kasieczka;T. Plehn;A. Butter;K. Cranmer;Dipsikha Debnath;B. Dillon;M. Fairbairn;D. Faroughy;W. Fedorko;L. Gouskos;J. Kamenik;Patrick T. Komiske;Simon Leiss;A. Lister;S. Macaluso;S. Macaluso;E. Metodiev;L. Moore;B. Nachman;B. Nachman;Karl Nordström;J. Pearkes;H. Qu;Y. Rath;M. Rieger;D. Shih;J. Thompson;Sreedevi Varma
影响因子：
5
作者：
K. Nakamura;K. Hagiwara;K. Hikasa;H. Murayama;M. Tanabashi;T. Watari;C. Amsler;M. Antonelli
通讯作者：
K. Nakamura;K. Hagiwara;K. Hikasa;H. Murayama;M. Tanabashi;T. Watari;C. Amsler;M. Antonelli