quantum kernels
PulseAugur coverage of quantum kernels — every cluster mentioning quantum kernels across labs, papers, and developer communities, ranked by signal.
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Quantum kernels show no advantage in stock return prediction, study finds
A new research paper published on arXiv investigates the effectiveness of quantum kernels in predicting stock returns within the Chinese A-share market. The study, which employed rigorous controls to compare quantum fid…
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New quantum kernel strategy aims to prevent overfitting in machine learning
Researchers have introduced a new approach to constructing quantum kernels, aiming to overcome the challenge of overfitting and poor generalization common in existing methods. This novel strategy, inspired by classical …
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Quantum Kernel Bandit Optimization Balances Expressivity and Learnability
Researchers have developed new methods for Gaussian process bandit optimization using quantum kernels, specifically addressing challenges in the noisy intermediate-scale quantum (NISQ) era. The study focuses on balancin…