TY - JOUR A1 - Anton, Oliver A1 - Henderson, Victoria A. A1 - Da Ros, Elisa A1 - Sekuliĉ, Ivan A1 - Burger, Sven A1 - Schneider, Philipp-Immanuel A1 - Krutzik, Markus T1 - Review and experimental benchmarking of machine learning algorithms for efficient optimization of cold atom experiments JF - Mach. Learn. Sci. Technol. Y1 - 2024 U6 - https://doi.org/10.1088/2632-2153/ad3cb6 VL - 5 SP - 025022 ER - TY - CHAP A1 - Schneider, Philipp-Immanuel A1 - Zschiedrich, Lin A1 - Hammerschmidt, Martin A1 - Kuen, Lilli A1 - Sekuliĉ, Ivan A1 - Kluge, Julien A1 - Leykauf, Bastian A1 - Krutzik, Markus A1 - Burger, Sven T1 - Boosting quantum optics experiments with Bayesian optimization T2 - Proc. SPIE Y1 - 2022 U6 - https://doi.org/10.1117/12.2632419 VL - 12227 SP - 122270F ER - TY - CHAP A1 - Schneider, Philipp-Immanuel A1 - Garcia-Santiago, Xavier A1 - Wiegand, Benjamin A1 - Anton, Oliver A1 - Krutzik, Markus A1 - Rockstuhl, Carsten A1 - Burger, Sven T1 - Advances in Bayesian optimization for photonics and quantum atom optics applications T2 - OSA Advanced Photonics Congress Y1 - 2021 U6 - https://doi.org/10.1364/IPRSN.2021.JTh1E.2 SP - JTh1E.2 ER -