Machine Learning

  • High-dimensional problems with uncertainty in the data and modeling and learning dynamics (e.g., networks). To more details.
  • function graph
    Especially combinatorial optimization using heuristic and statistical methods (e.g., the Cross Entropy method) and stochastic optimization. Publications: Xu and S. Mannor.Distributionally Read More