Showing quant-phShow all
2 papers · 1 filter
quant-ph2024
Generalization of Quantum Machine Learning Models Using Quantum Fisher Information Metric
Tobias Haug, M. S. Kim
Generalization is the ability of machine learning models to make accurate predictions on new data by learning from training data. However, understanding generalization of quantum m…
quant-ph2024
Efficient quantum algorithms for stabilizer entropies
Tobias Haug, Soovin Lee, M. S. Kim
Stabilizer entropies (SEs) are measures of nonstabilizerness or `magic' that quantify the degree to which a state is described by stabilizers. SEs are especially interesting due to…