Yaser S. Abu-Mostafa

Affiliations:

California Institute of Technology, Department of Electrical Engineering, Pasadena, CA, USA

According to our database¹, Yaser S. Abu-Mostafa authored at least 40 papers between 1984 and 2015.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2015

Mismatched Training and Test Distributions Can Outperform Matched Ones.

[BibT_eX]

[DOI]

Carlos R. González

Yaser S. Abu-Mostafa

Neural Comput., 2015

2005

Improving Generalization by Data Categorization.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Pruning Training Sets for Learning of Object Categories.

[BibT_eX]

[DOI]

Anelia Angelova

Yaser S. Abu-Mostafa

Pietro Perona

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004

Learning and Measuring Specialization in Collaborative Swarm Systems.

[BibT_eX]

[DOI]

Ling Li

Alcherio Martinoli

Yaser S. Abu-Mostafa

Adapt. Behav., 2004

2003

The maximum drawdown of the Brownian motion.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Computational Intelligence for Financial Engineering, 2003

2002

Robust image recognition by fusion of contextual information.

[BibT_eX]

[DOI]

Inf. Fusion, 2002

The Multilevel Classification Problem and a Monotonicity Hint.

[BibT_eX]

[DOI]

Malik Magdon-Ismail

Hung-Ching Chen

Yaser S. Abu-Mostafa

Proceedings of the Intelligent Data Engineering and Automated Learning, 2002

Emergent Specialization in Swarm Systems.

[BibT_eX]

[DOI]

Ling Li

Alcherio Martinoli

Yaser S. Abu-Mostafa

Proceedings of the Intelligent Data Engineering and Automated Learning, 2002

2001

Introduction to the special issue on neural networks in financial engineering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2001

Financial model calibration using consistency hints.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

IEEE Trans. Neural Networks, 2001

Minimizing memory loss in learning a new environment.

[BibT_eX]

[DOI]

Khalid A. Al-Mashouq

Yaser S. Abu-Mostafa

Khaled Al-Ghoneim

Neurocomputing, 2001

1999

No Free Lunch for Early Stopping.

[BibT_eX]

[DOI]

Zehra Cataltepe

Yaser S. Abu-Mostafa

Malik Magdon-Ismail

Neural Comput., 1999

Image Recognition in Context: Application to Microscopic Urinalysis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

1998

Financial markets: very noisy information processing.

[BibT_eX]

[DOI]

Malik Magdon-Ismail

Alexander Nicholson

Yaser S. Abu-Mostafa

Proc. IEEE, 1998

1997

Incorporating Contextual Information in White Blood Cell Identification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 10, 1997

1996

Review of 'Introduction to the Theory of Neural Computation' (Hertz, J., et al.; 1991).

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

IEEE Trans. Inf. Theory, 1996

Introduction to Financial Forecasting.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

Amir F. Atiya

Appl. Intell., 1996

Monotonicity Hints.

[BibT_eX]

[DOI]

Joseph Sill

Yaser S. Abu-Mostafa

Proceedings of the Advances in Neural Information Processing Systems 9, 1996

1995

Hints.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

Neural Comput., 1995

1994

Learning from Hints.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

J. Complex., 1994

Financial Applications of Learning from Hints.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

Proceedings of the Advances in Neural Information Processing Systems 7, 1994

1993

An analog feedback associative memory.

[BibT_eX]

[DOI]

Amir F. Atiya

Yaser S. Abu-Mostafa

IEEE Trans. Neural Networks, 1993

Hints and the VC Dimension.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

Neural Comput., 1993

1992

A Method for Learning From Hints.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992

1990

Learning from hints in neural networks.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

J. Complex., 1990

Analog Neural Networks as Decoders.

[BibT_eX]

[DOI]

Ruth Erlanson

Yaser S. Abu-Mostafa

Proceedings of the Advances in Neural Information Processing Systems 3, 1990

1989

The Vapnik-Chervonenkis Dimension: Information versus Complexity in Learning.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

Neural Comput., 1989

Information theory, complexity and neural networks.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

IEEE Commun. Mag., 1989

A Method for the Associative Storage of Analog Vectors.

[BibT_eX]

[DOI]

Amir F. Atiya

Yaser S. Abu-Mostafa

Proceedings of the Advances in Neural Information Processing Systems 2, 1989

1988

The Capacity of Multilevel Threshold Functions.

[BibT_eX]

[DOI]

Sverrir Olafsson

Yaser S. Abu-Mostafa

IEEE Trans. Pattern Anal. Mach. Intell., 1988

Random problems.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

J. Complex., 1988

Lower bound for connectivity in local-learning neural networks.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

J. Complex., 1988

Guest editorial.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

J. Complex., 1988

On the K-Winners-Take-All Network.

[BibT_eX]

[DOI]

E. Majani

Ruth Erlanson

Yaser S. Abu-Mostafa

Proceedings of the Advances in Neural Information Processing Systems 1, 1988

1987

On the Time-Bandwidth Proof in VLSI Complexity.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

IEEE Trans. Computers, 1987

Connectivity Versus Entropy.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

Proceedings of the Neural Information Processing Systems, Denver, Colorado, USA, 1987, 1987

1986

The complexity of information extraction.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

IEEE Trans. Inf. Theory, 1986

1985

Information capacity of the Hopfield model.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

Jeannine-Marie St. Jacques

IEEE Trans. Inf. Theory, 1985

Image Normalization by Complex Moments.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

Demetri Psaltis

IEEE Trans. Pattern Anal. Mach. Intell., 1985

1984

Recognitive Aspects of Moment Invariants.

[BibT_eX]

[DOI]

Yaser S. Abu-Mostafa

Demetri Psaltis

IEEE Trans. Pattern Anal. Mach. Intell., 1984

Yaser S. Abu-Mostafa

Timeline

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