Research interests

• Machine learning
  • Learning on structured data, statistics on manifolds
  • Clustering, graph partitioning
  • Manifold learning, dimension reduction
• Nonparametric statistics
  • Nonparametric regression, neural networks
  • Set estimation, support and level sets estimation
• Applications to oceanography
  • Inverse problems, remote sensing
  • Ocean color