RM
Riccardo Molteni
quant-phcs.LGcs.AIstat.ML
On Valency
published · living versionsW_trt7ux8s·v2 · currentpublished
Supervised Learning with Quantum Hamiltonian Embeddings
with Minjun Jeon, Paolo Braccia, Abhinav Deshpande, Vedran Dunjko +6
2 versions
Preprints & journals
9 papers in the corpus · 2022–2026Supervised Learning with Quantum Hamiltonian Embeddings2610.26833v2 · Riccardo Molteni, Minjun Jeon, Paolo Braccia et al.2026 · 0 citationsarXivon Valency
Provable learning separation for predicting time-evolution of quantum many-body systems2607.06472v1 · Rahul Bandyopadhyay, Riccardo Molteni, Jens Eisert et al.2026 · 0 citationsarXiv
Evidence of Quantum Machine Learning Advantage with Tens of Noisy Qubits2605.21346v1 · Onur Danaci, Yash J. Patel, Riccardo Molteni et al.2026 · 0 citationsarXiv
Quantum machine learning advantages beyond hardness of evaluation2504.15964v2 · Riccardo Molteni, Simon C. Marshall, Vedran Dunjko2025 · 0 citationsarXiv
Testing the presence of balanced and bipartite components in a sparse graph is QMA1-hard2412.14932v1 · Massimiliano Incudini, Casper Gyurik, Riccardo Molteni et al.2024 · 0 citationsarXiv
Shadows of quantum machine learning.38971826 · Jerbi, Sofiene, Gyurik, Casper, Marshall, Simon C et al.2026 · 71 citationsNature communications. 2024;15(1):5676
Exponential quantum advantages in learning quantum observables from classical data2405.02027v2 · Riccardo Molteni, Casper Gyurik, Vedran Dunjko2024 · 6 citationsarXiv
Limitations of measure-first protocols in quantum machine learning2311.12618v1 · Casper Gyurik, Riccardo Molteni, Vedran Dunjko2023 · 0 citationsarXiv
Optimization of the Memory Reset Rate of a Quantum Echo-State Network for Time Sequential Tasks2210.01052v1 · Riccardo Molteni, Claudio Destri, Enrico Prati2022 · 15 citationsarXiv
Career total: 10 works. 9 are in this corpus.
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