Fujitsu Limited (20250094447). Hybrid Classical-Quantum Unsupervised Multiclass Classification
Contents
Hybrid Classical-Quantum Unsupervised Multiclass Classification
Organization Name
Inventor(s)
Ankith Mohan of Blacksburg VA US
Sarvagya Upadhyay of San Jose CA US
Hybrid Classical-Quantum Unsupervised Multiclass Classification
This abstract first appeared for US patent application 20250094447 titled 'Hybrid Classical-Quantum Unsupervised Multiclass Classification
Original Abstract Submitted
a method may include obtaining a multi-dimensional training dataset that includes multiple datums. each of the datums may correspond to a number of quantum bits (qubits) and may represent a quantum state. the method may also include generating, using a quantum computing device, a gram matrix based on the multiple datums. in addition, the method may include determining, using a classical computing device, multiple operators according to a constraint defined by the gram matrix. each of the operators may be configured as a proxy for a corresponding datum. further, the method may include assigning, using the classical computing device, each of the operators to a label.
