W3101122608

• Evolving Hard Maximum Cut Instances for Quantum Approximate Optimization Algorithms

  2025 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access

  1

  citations
• QUASIM: Quantum Computing Enhanced Service Ecosystem for Simulation in Manufacturing

  2024 Künstliche Intell. article Computer Science Quantum Computing Algorithms and Architecture Open access

  6

  citations
• Automated Reasoning in Quantum Circuit Compilation

  2024 Lecture notes in computer science conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access

  4

  citations
• Shadows of quantum machine learning

  2024 Nature Communications article Computer Science Quantum Computing Algorithms and Architecture Open access

  68

  citations
• On the expressivity of embedding quantum kernels

  2024 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

  18

  citations
• Reinforcement learning assisted recursive QAOA

  2024 EPJ Quantum Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

  27

  citations
• Hyperparameter importance and optimization of quantum neural networks across small datasets

  2023 Machine Learning article Computer Science Quantum Computing Algorithms and Architecture Open access

  26

  citations
• Shadows of quantum machine learning

  2023 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

  0

  citations
• Equivariant quantum circuits for learning on weighted graphs

  2023 npj Quantum Information article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 1 patent

  70

  citations
• Quantum machine learning beyond kernel methods

  2023 Nature Communications article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 2 patents

  228

  citations
• Structural risk minimization for quantum linear classifiers

  2023 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

  34

  citations
• Towards quantum advantage via topological data analysis

  2022 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 4 patents

  42

  citations
• Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning

  2022 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 1 patent

  193

  citations
• Unsupervised strategies for identifying optimal parameters in Quantum Approximate Optimization Algorithm

  2022 Research Square preprint Computer Science Quantum Computing Algorithms and Architecture Open access

  1

  citations
• Hyperparameter Importance of Quantum Neural Networks Across Small Datasets

  2022 Lecture notes in computer science conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access

  10

  citations
• Reinforcement learning for optimization of variational quantum circuit architectures

  2021 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

  50

  citations
• Towards quantum advantage for topological data analysis

  2020 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

  4

  citations
• A non-review of Quantum Machine Learning: trends and explorations

  2020 article Computer Science Quantum Computing Algorithms and Architecture Open access

  81

  citations
• Tabu-driven Quantum Neighborhood Samplers

  2020 Leiden Repository (Leiden University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

  3

  citations

19 results