Quantum Machine Learning - IBM Research
Jul 12, 2021 · We now know that quantum computers have the potential to boost the performance of machine learning systems, and may eventually power efforts in fields from drug discovery to …
Quantum Machine Learning: An Interplay Between Quantum …
May 25, 2025 · Quantum machine learning (QML) is a rapidly growing field that combines quantum computing principles with traditional machine learning. It seeks to revolutionize …
Systematic literature review: Quantum machine learning and its ...
Feb 1, 2024 · Even though results are promising, quantum machine learning is far from achieving its full potential. An improvement in quantum hardware is required for this potential to be …
Quantum kernels can solve machine learning problems that are …
Jul 12, 2021 · The quantum algorithm, based on a quantum kernel method, employs a time-proven conventional machine learning model to learn the kernel function, which finds the …
Quantum Machine Learning for minimal omics datasets with large …
Aug 31, 2025 · Quantum Machine Learning for minimal omics datasets with large feature space using embeddings and feature selection techniques Abstract Despite the amount of omics …
Quantum machine learning force fields for ACS Fall 2023
Aug 13, 2023 · Quantum machine learning force fields Abstract An accurate knowledge of potential energy surfaces and local forces is of paramount importance to implement molecular …
Machine learning for practical quantum error mitigation
Nov 22, 2024 · We benchmarked ML-QEM using a variety of machine learning models—linear regression, random forest, multilayer perceptron and graph neural networks—on diverse …
Expressivity of Variational Quantum Machine Learning on the …
Jan 1, 2023 · Here, we investigate quantum embeddings for encoding Boolean-valued data into parameterized quantum circuits used for machine learning tasks. We narrow down …
Anupama Ray - IBM Research
She is currently working the area of Quantum Machine learning and quantum applications in finance. She has published several papers in top tier conferences and journals and has …
The Qiskit Global Summer School is returning with a focus on …
Apr 23, 2021 · This year’s Qiskit Global Summer School, from July 12-23, will feature live lectures and hands-on labs using the Qiskit machine learning application module.