binmodel_nips98.ps     
1998, A Generalization Model for Learning Systems, Y. S. Abu-Mostafa et al, NIPS '98, submitted.

nfl_early_stopping.ps  
1998, No Free Lunch for Early Stopping, Z. Cataltepe & M. Magdon-Ismail, Neural Computation, to appear.

den_nips98.ps          
1998, Neural Networks for Density Estimation, M. Magdon-Ismail & A. F. Atiya, IDEAL '98, to appear.

den_theory_math.ps     
1998, Consistent Density Estimation from Distribution Functions, M. Magdon-Ismail & A. F. Atiya, Annals of Statistics, submitted.

noisy_FM.ps            
1998, Financial Markets: Very Noisy Information Processing, M. Magdon-Ismail et al, Proceedings of the IEEE, to appear.

tstinputs_nips97.ps
1997, Incorporating Test Inputs into Learning, Z. Cataltepe & M. Magdon-Ismail, NIPS 1997.

volatility_jof.ps
1998, Validation of Volatility Models, M. Magdon-Ismail & Y. S. Abu-Mostafa, Journal of Forecasting.

nncm96.ps
1996, Systematic Underprediction of Volatility in Maximum Likelihood Methods, M. Magdon-Ismail & Y. S. Abu-Mostafa, NNCM '96.

thesis.ps
1998, Supervised Learning in Probabilistic Environments, M. Magdon-Ismail, Thesis.