Embedding-Aware Quantum-Classical SVMs for Scalable Quantum Machine Learning

Quantum Support Vector Machines face scalability challenges due to high-dimensional quantum states and hardware limitations. We propose an embedding-aware quantum-classical pipeline combining class-balanced k-means distillation with pretrained Vision Tran