Interests
• Integrating physical models into machine learning algorithms
• Discrete and continouos symmetries of loss landscapes
• Lagrangian and multi-particle learning dynamics
• Unitary neural networks
• Generative models
• Uncertainty quantification in neural network predictions
• Semi-supervised and transfer learning