‘Quantum AI’ algorithms already outpace the fastest supercomputers, study says
Scientists say they have made a breakthrough after developing a quantum computing technique to run machine learning algorithms that outperform...
Quantum
A quantum inspired machine learning approach for multimodal Parkinson’s disease screening
Data descriptionWe utilized the mPower public research portal, which contains measurements from over 6,000 participants—both healthy and those affected by...
New algorithm unlocks the power of quantum machine learning
A new study targets feature selection, a key step in machine learning where the algorithm determines which parts of the...
Synergizing quantum techniques with machine learning for advancing drug discovery challenge
Contest problemIn this subsection, we first provide a comprehensive background of the contest, setting the stage for a deeper understanding...
Simple machine learning techniques can cut costs for quantum error mitigation while maintaining accuracy
A quantum circuit (left) is passed to an encoder (top) that creates a feature set for the ML model (right)...
Quantum encoding methods could slash circuit complexity in machine learning
This diagram illustrates how the team reduces quantum circuit complexity in machine learning using three encoding methods—variational, genetic, and matrix...
