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Frontiers Workshop: Quantum Machine Learning: Bridging Quantum Computing & Machine Learning

DescriptionQuantum Machine Learning (QML) is emerging as a transformative field connecting quantum computing with modern machine learning and AI. This workshop explores how quantum-based approaches can support new learning paradigms, hybrid quantum–classical architectures, generative models, and computer graphics pipelines. Emphasizing both theory and practice, the workshop will examine near-term quantum hardware, deployable system design, and rigorous evaluation methods for identifying meaningful quantum advantage. Through three keynote talks, a panel discussion, open dialogue, and roadmap synthesis, the workshop aims to foster interdisciplinary collaboration and help shape the future of scalable, practical, and impactful QML.

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