Amrit Pratap

Graduate Student in Computer Science

Education

Research Interests

• Machine Learning
• Ensemble Learning Algorithms
• Computational Finance
• Multi-Objective Optimization

Selected Publications

• Maximum drawdown of a Brownian motion and AlphaBoost: a Boosting algorithm
  M.S. thesis, California Institute of Technology, May 2004.
• On the Maximum Drawdown of a Brownian Motion
  Malik Magdon-Ismail, Amir F. Atiya, Amrit Pratap, and Yaser S. Abu-Mostafa
  Journal of Applied Probability, Volume 41, Number 1, March, 2004
• A fast and Elitist multi-objective Genetic Algorithm : NSGA-II
  Deb, K., Pratap, A., Agarwal S. and Meyarivan, T.
  In IEEE Trans. on Evolutionary Computation,6(2):182-197,April 2002
  
• Improving Generalization by Data Categorization
  L. Li, A. Pratap, H.-T. Lin, and Y. S. Abu-Mostafa
  PKDD 2005, LNAI 3721, pp. 157-168. Springer-Verlag, 2005
• Constrained Test Problems for Multi-Objective Evolutionary Optimization
  Deb, K. Pratap, A., and Meyarivan, T.
  In Proceedings of the First International Conference on Evolutionary Multi-Critirion Optimization (EMO-01)