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Roman V. Krems — most-cited papers & profile · Quantum Computing
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Roman V. Krems
8
papers ·
27
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Universal expressiveness of variational quantum classifiers and quantum kernels for support vector machines
2022 · 5 citations
Equivalence between exponential concentration in quantum machine learning kernels and barren plateaus in variational algorithms
2025 · 1 citations
Compositional optimization of quantum circuits for quantum kernels of support vector machines
2022 · 1 citations
Top co-authors
Elham Torabian
· 1
Jonas J\"ager
· 1
Jonas Jäger
· 1
Pranav Kairon
· 1
Topics
Quantum Machine Learning
Variational Methods
Quantum Algorithms
Theory