2 papers
cs.LG2026
Flow map learning in nonlinear vector autoregressive models: influence of the feature-library structure on the training error
Markus Gross
Time series forecasting often requires learning nonlinear and time-delayed dependencies. A paradigmatic class of forecasting models are nonlinear vector autoregressive processes (N…
quant-ph2026
Kernel-based optimization of measurement operators for quantum reservoir computers
Markus Gross, Hans-Martin Rieser
Finding optimal measurement operators is crucial for the performance of quantum reservoir computers (QRCs), since they employ a fixed quantum feature map. We formulate the training…