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Algorithms

  • Manifold Learning
  • Kernel Methods (Regression, Dimensionality Reduction)
  • (Sparse) Gaussian Processes
  • SurVAE Flows (NFs + VAEs)
  • State Space Models
  • Implicit Neural FUnctions

Data

  • Spatio-Temporal Climate (ERA5, CMIP5/6, ESDC)
  • Ocean Altimetry Data
  • Hyperspectral Images