Yaser S. Abu-Mostafa

40 papers C 2Journal 26Unranked 12
YearRankTypeTitle / Venue / Authors
2015 J jnl
Mismatched Training and Test Distributions Can Outperform Matched Ones.
Neural Comput.
Carlos R. González, Yaser S. Abu-Mostafa
2005 — conf
Improving Generalization by Data Categorization.
PKDD
Ling Li, Amrit Pratap, Hsuan-Tien Lin, Yaser S. Abu-Mostafa
2005 — conf
Pruning Training Sets for Learning of Object Categories.
CVPR (1)
Anelia Angelova, Yaser S. Abu-Mostafa, Pietro Perona
2004 J jnl
Learning and Measuring Specialization in Collaborative Swarm Systems.
Adapt. Behav.
Ling Li, Alcherio Martinoli, Yaser S. Abu-Mostafa
2003 — conf
The maximum drawdown of the Brownian motion.
CIFEr
Malik Magdon-Ismail, Amir F. Atiya, Amrit Pratap, Yaser S. Abu-Mostafa
2002 C conf
Emergent Specialization in Swarm Systems.
IDEAL
Ling Li, Alcherio Martinoli, Yaser S. Abu-Mostafa
2002 J jnl
Robust image recognition by fusion of contextual information.
Inf. Fusion
Xubo B. Song, Yaser S. Abu-Mostafa, Joseph Sill, Harvey Kasdan, Misha Pavel
2002 C conf
The Multilevel Classification Problem and a Monotonicity Hint.
IDEAL
Malik Magdon-Ismail, Hung-Ching Chen, Yaser S. Abu-Mostafa
2001 J jnl
Financial model calibration using consistency hints.
IEEE Trans. Neural Networks
Yaser S. Abu-Mostafa
2001 J jnl
Introduction to the special issue on neural networks in financial engineering.
IEEE Trans. Neural Networks
Yaser S. Abu-Mostafa, Amir F. Atiya, Malik Magdon-Ismail, Halbert L. White
2001 J jnl
Minimizing memory loss in learning a new environment.
Neurocomputing
Khalid A. Al-Mashouq, Yaser S. Abu-Mostafa, Khaled Al-Ghoneim
1999 — conf
Image Recognition in Context: Application to Microscopic Urinalysis.
NIPS
Xubo B. Song, Joseph Sill, Yaser S. Abu-Mostafa, Harvey Kasdan
1999 J jnl
No Free Lunch for Early Stopping.
Neural Comput.
Zehra Cataltepe, Yaser S. Abu-Mostafa, Malik Magdon-Ismail
1998 J jnl
Financial markets: very noisy information processing.
Proc. IEEE
Malik Magdon-Ismail, Alexander Nicholson, Yaser S. Abu-Mostafa
1997 — conf
Incorporating Contextual Information in White Blood Cell Identification.
NIPS
Xubo B. Song, Yaser S. Abu-Mostafa, Joseph Sill, Harvey Kasdan
1996 J jnl
Introduction to Financial Forecasting.
Appl. Intell.
Yaser S. Abu-Mostafa, Amir F. Atiya
1996 — conf
Monotonicity Hints.
NIPS
Joseph Sill, Yaser S. Abu-Mostafa
1996 J jnl
Review of 'Introduction to the Theory of Neural Computation' (Hertz, J., et al.; 1991).
IEEE Trans. Inf. Theory
Yaser S. Abu-Mostafa
1995 J jnl
Hints.
Neural Comput.
Yaser S. Abu-Mostafa
1994 — conf
Financial Applications of Learning from Hints.
NIPS
Yaser S. Abu-Mostafa
1994 J jnl
Learning from Hints.
J. Complex.
Yaser S. Abu-Mostafa
1993 J jnl
An analog feedback associative memory.
IEEE Trans. Neural Networks
Amir F. Atiya, Yaser S. Abu-Mostafa
1993 J jnl
Hints and the VC Dimension.
Neural Comput.
Yaser S. Abu-Mostafa
1992 — conf
A Method for Learning From Hints.
NIPS
Yaser S. Abu-Mostafa
1990 — conf
Analog Neural Networks as Decoders.
NIPS
Ruth Erlanson, Yaser S. Abu-Mostafa
1990 J jnl
Learning from hints in neural networks.
J. Complex.
Yaser S. Abu-Mostafa
1989 — conf
A Method for the Associative Storage of Analog Vectors.
NIPS
Amir F. Atiya, Yaser S. Abu-Mostafa
1989 J jnl
Information theory, complexity and neural networks.
IEEE Commun. Mag.
Yaser S. Abu-Mostafa
1989 J jnl
The Vapnik-Chervonenkis Dimension: Information versus Complexity in Learning.
Neural Comput.
Yaser S. Abu-Mostafa
1988 J jnl
Guest editorial.
J. Complex.
Yaser S. Abu-Mostafa
1988 J jnl
Lower bound for connectivity in local-learning neural networks.
J. Complex.
Yaser S. Abu-Mostafa
1988 — conf
On the K-Winners-Take-All Network.
NIPS
E. Majani, Ruth Erlanson, Yaser S. Abu-Mostafa
1988 J jnl
Random problems.
J. Complex.
Yaser S. Abu-Mostafa
1988 J jnl
The Capacity of Multilevel Threshold Functions.
IEEE Trans. Pattern Anal. Mach. Intell.
Sverrir Olafsson, Yaser S. Abu-Mostafa
1987 — conf
Connectivity Versus Entropy.
NIPS
Yaser S. Abu-Mostafa
1987 J jnl
On the Time-Bandwidth Proof in VLSI Complexity.
IEEE Trans. Computers
Yaser S. Abu-Mostafa
1986 J jnl
The complexity of information extraction.
IEEE Trans. Inf. Theory
Yaser S. Abu-Mostafa
1985 J jnl
Image Normalization by Complex Moments.
IEEE Trans. Pattern Anal. Mach. Intell.
Yaser S. Abu-Mostafa, Demetri Psaltis
1985 J jnl
Information capacity of the Hopfield model.
IEEE Trans. Inf. Theory
Yaser S. Abu-Mostafa, Jeannine-Marie St. Jacques
1984 J jnl
Recognitive Aspects of Moment Invariants.
IEEE Trans. Pattern Anal. Mach. Intell.
Yaser S. Abu-Mostafa, Demetri Psaltis