Portrait of Yutian He

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Welcome! I am a Ph.D. candidate in Applied Mathematical and Computational Sciences at the University of Iowa, advised by Professors Qihang Lin and Beste Basciftci.

My research focuses on optimization for machine learning and decision-making under uncertainty.

  • Methodologies: bilevel and nonconvex optimization, first-order methods, stochastic and distributionally robust optimization, and mixed-integer programming.
  • Applications: transportation, capacity planning, facility location, classification and robust learning, and fairness-aware machine learning.

Education