2 papers
cs.LG2026
SAFE Quantum Machine Learning with Variational Quantum Classifiers
Ying Chen, Paolo Giudici, Vasily Kolesnikov +1
We propose a variational quantum classifier operating on high dimensional deep representations via amplitude encoding, stabilized by a learnable classical pre encoding layer.By com…
stat.ML2025
Group Shapley with Robust Significance Testing and Its Application to Bond Recovery Rate Prediction
Jingyi Wang, Ying Chen, Paolo Giudici
We propose Group Shapley, a metric that extends the classical individual-level Shapley value framework to evaluate the importance of feature groups, addressing the structured natur…