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quant-ph2023
Accelerating the analysis of optical quantum systems using the Koopman operator
Anna Hunstig, Sebastian Peitz, Hendrik Rose +1
The prediction of photon echoes is a crucial technique for understanding optical quantum systems. However, it typically requires numerous simulations with varying parameters and in…
cs.LG2023★ 1 cited
Multi-Objective Optimization for Sparse Deep Multi-Task Learning
S. S. Hotegni, M. Berkemeier, S. Peitz
Different conflicting optimization criteria arise naturally in various Deep Learning scenarios. These can address different main tasks (i.e., in the setting of Multi-Task Learning)…