Prof. Dr. Christoph Lippert

Hani Park, M.Sc.

Research Assistant, PhD Candidate

Room: G-2.1.25
Email: hani.park(at)hpi.de
LinkedIn: Hani Park

Research Interests & Projects

  • Conditional Independence Testing with Medical Imaging (currently focusing on Conditional Randomization-based Tests and Conditional Mutual Information Neural Estimators)

  • Probabilistic Generative Models for Image Generation (currently focusing on Diffusion Models, Generative Adversarial Networks (GANs), and Normalizing Flows)

  • Uncertainty Quantification for Deep Learning (e.g., Probabilistic Modeling, Dirichlet Modeling)

  • Learning Paradigms for Reduced Labeling Effort (e.g., Active learning, Semi-supervised learning)

  • Sequential Decision-Making (e.g., Reinforcement Learning, Inverse Reinforcement Learning)