Thesis:
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(1998) Malik Magdon-Ismail,
"Supervised Learning in Probabilistic Environments",
Ph.D. Thesis, California Institute of Techology.
abstract,
thesis available upon request.
Selected Publications:
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(1999) Malik Magdon-Ismail and Amir F. Atiya
"The Early Restart Algorithm",
Neural Computation, to appear, 1999.
postscript.
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(1999) Malik Magdon-Ismail and Amir F. Atiya
"A Control Formulation for Random Variate Generation",
IEEE Conference on Neural Networks in Signal Processing (NNSP99), to appear, 1999.
postscript.
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(1999) Malik Magdon-Ismail
"No Free Lunch for Noise Prediction",
Neural Computation, to appear, 1999.
postscript.
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(1999) Malik Magdon-Ismail and Amir Atiya,
"A Bayesian Approach to Estimating Mutual Fund Returns",
Computational Finance (CF), 1999.
postscript.
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(1998) Malik Magdon-Ismail, Alexander Nicholson and Yaser Abu-Mostafa,
"Financial Markets, Very Noisy Information Processing",
Proceedings of the IEEE, Special Issue on Intelligent Signal Processing, Nov. 1998.
postscript.
addendum to definition A.1, postcript.
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(1998) Malik Magdon-Ismail and Amir Atiya,
"Neural Networks for Density Estimation",
Advances in Neural Information Processing Systems (NIPS) 1998, to appear.
postscript.
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(1998) Zehra Cataltepe, Yaser Abu-Mostafa and Malik Magdon-Ismail
"No Free Lunch for Early Stopping",
Neural Computation, 1998, to appear.
postscript.
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(1998) Malik Magdon-Ismail and Amir Atiya
"Neural Networks for Density Estimation in Financial Markets",
Intelligent Data Engineering and Learning, First International Symposium, 1998.
postscript.
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(1998) Malik Magdon-Ismail, Alexander Nicholson and Yaser Abu-Mostafa,
"Estimating Model Limitation in Financial Markets",
Intelligent Data Engineering and Learning, First International Symposium, 1998.
postscript.
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(1997) Zehra Cataltepe and Malik Magdon-Ismail
"Incorporating Test Inputs into Learning",
Advances in Neural Information Processing Systems (NIPS) 1997.
postscript.
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(1996) Malik Magdon-Ismail and Yaser Abu-Mostafa,
"Validation of Volatility Models",
Journal of Forecasting 1998, to appear (submitted 1996).
postscript.
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(1996) Malik Magdon-Ismail and Yaser Abu-Mostafa,
"Systematic Underprediction of Volatility in Maximum Likelihood Methods",
Decision Technologies for Financial Engineering, Proceedings of the Fourth International Conference on Neural Networks in the Capital Markets, NNCM 96 (currently Computational Finance).
postscript.