Katya Scheinberg


 

  • ¬†Associate Professor
Department of Industrial and Systems Engineering,
Lehigh University
Harold S. Mohler Laboratory, 200 West Packer Avenue
Bethlehem, PA 18015-1582
  • katyas(at)lehigh.edu
  • katya.scheinberg(at)gmail.com
  • tel: 610-758-4039


Education:

1997: Ph.D. in Operation Research, Department of IEOR, Columbia University.

1995: M. S. in Operation Research, Department of IEOR, Columbia University.

1992: B.S-M.S. Program, Department of Computational Mathematics and Cybernetics Lomonosov Moscow State Unviersity.


Major Research Interests:
  • Mathematical programming, linear, convex and nonlinear optimization.
  • Derivative free optimization.
  • Application of optimization to machine learning, statistics and support vector machines.
  • Conic programming, interior point methods.
  • Matrix factorizations in interior point methods.
  • Sensitivity analysis

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