The Machine Learning Landscape of Top Taggers

G. Kasieczka,T. Plehn,A. Butter,D. Debnath,M. Fairbairn, W. Fedorko, L. Gouskos,P. T. Komiske, S. Leiss,A. Lister,S. Macaluso,E. M. Metodiev,L. Moore,B. Nachman,K. Nordstrom, J. Pearkes,H. Qu, Y. Rath, M. Riegler, D. Shih,J. M. Thompson,S. Varma

arXiv: High Energy Physics - Phenomenology（2019）

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摘要

Based on the established task of identifying boosted, hadronically decaying top quarks, we compare a wide range of modern machine learning approaches. We find that they are extremely powerful and great fun.

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