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The interplay of machine learning-based resonant anomaly detection methods.
Golling T, Kasieczka G, Krause C, Mastandrea R, Nachman B, Raine JA, Sengupta D, Shih D, Sommerhalder M. Golling T, et al. Among authors: shih d. Eur Phys J C Part Fields. 2024;84(3):241. doi: 10.1140/epjc/s10052-024-12607-x. Epub 2024 Mar 8. Eur Phys J C Part Fields. 2024. PMID: 38463614 Free PMC article.
Robust Jet Classifiers through Distance Correlation.
Kasieczka G, Shih D. Kasieczka G, et al. Among authors: shih d. Phys Rev Lett. 2020 Sep 18;125(12):122001. doi: 10.1103/PhysRevLett.125.122001. Phys Rev Lett. 2020. PMID: 33016758
The LHC Olympics 2020 a community challenge for anomaly detection in high energy physics.
Kasieczka G, Nachman B, Shih D, Amram O, Andreassen A, Benkendorfer K, Bortolato B, Brooijmans G, Canelli F, Collins JH, Dai B, De Freitas FF, Dillon BM, Dinu IM, Dong Z, Donini J, Duarte J, Faroughy DA, Gonski J, Harris P, Kahn A, Kamenik JF, Khosa CK, Komiske P, Le Pottier L, Martín-Ramiro P, Matevc A, Metodiev E, Mikuni V, Murphy CW, Ochoa I, Park SE, Pierini M, Rankin D, Sanz V, Sarda N, Seljak U, Smolkovic A, Stein G, Suarez CM, Szewc M, Thaler J, Tsan S, Udrescu SM, Vaslin L, Vlimant JR, Williams D, Yunus M. Kasieczka G, et al. Among authors: shih d. Rep Prog Phys. 2021 Dec 7;84(12). doi: 10.1088/1361-6633/ac36b9. Rep Prog Phys. 2021. PMID: 34736231 Review.
454 results