Publications

Zhe Jiao, und Martin Keller-Ressel. Emergence of heavy tails in homogenized stochastic gradient descent. 2024. [PUMA: Emergence descent gradient heavy_tails homogenized stochastic xack] URL

Sascha Marton, Stefan Lüdtke, Christian Bartelt, und Heiner Stuckenschmidt. GradTree: Learning axis-aligned decision trees with gradient descent. 2023. [PUMA: GradTree axis-aligned decision descent gradient learning trees zno]

P Kerschke, H Wang, M Preuss, C Grimme, A H Deutz, H Trautmann, und M T M Emmerich. Search dynamics on multimodal multiobjective problems. Evol. Comput., (27)4:577--609, MIT Press - Journals, 2019. [PUMA: Multiobjective analysis ascent gradient hypervolume landscape multimodality optimization set-based zno]