Natural Gradient Works Efficiently in Learning

• Multi-objective optimization and quantum hybridization of equivariant deep learning interatomic potentials

  2026 Computational Materials Science article Materials Science Machine Learning in Materials Science Open access

  1

  citations
• Weighted approximate quantum natural gradient for variational quantum eigensolver

  2026 Quantum Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

  1

  citations
• Fisher–Rao Gradient Flows of Linear Programs and State-Action Natural Policy Gradients

  2025 SIAM Journal on Optimization article Computer Science Reinforcement Learning in Robotics Open access

  2

  citations
• Convergence of Entropy-Regularized Natural Policy Gradient with Linear Function Approximation

  2024 SIAM Journal on Optimization article Computer Science Reinforcement Learning in Robotics Open access

  10

  citations
• A hybrid quantum algorithm to detect conical intersections

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

  11

  citations
• Hybrid quantum ResNet for car classification and its hyperparameter optimization

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

  42

  citations
• The covariance perceptron: A new paradigm for classification and processing of time series in recurrent neuronal networks

  2020 PLoS Computational Biology article Computer Science Neural Networks and Applications Open access

  11

  citations

7 results