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)