Yaser S. Abu-Mostafa

Publication Activity (10 Years)

Years Active: 1984-2015
Publications (10 Years): 1

Top Topics

Kolmogorov Smirnov

Random Selection

Artificial Neural Networks

Top Venues

Publications

Carlos R. González, Yaser S. Abu-Mostafa
Mismatched Training and Test Distributions Can Outperform Matched Ones. Neural Comput. 27 (2) (2015)
Anelia Angelova, Yaser S. Abu-Mostafa, Pietro Perona
Pruning Training Sets for Learning of Object Categories. CVPR (1) (2005)
Ling Li, Amrit Pratap, Hsuan-Tien Lin, Yaser S. Abu-Mostafa
Improving Generalization by Data Categorization. PKDD (2005)
Ling Li, Alcherio Martinoli, Yaser S. Abu-Mostafa
Learning and Measuring Specialization in Collaborative Swarm Systems. Adapt. Behav. 12 (3-4) (2004)
Malik Magdon-Ismail, Amir F. Atiya, Amrit Pratap, Yaser S. Abu-Mostafa
The maximum drawdown of the Brownian motion. CIFEr (2003)
Malik Magdon-Ismail, Hung-Ching Chen, Yaser S. Abu-Mostafa
The Multilevel Classification Problem and a Monotonicity Hint. IDEAL (2002)
Xubo B. Song, Yaser S. Abu-Mostafa, Joseph Sill, Harvey Kasdan, Misha Pavel
Robust image recognition by fusion of contextual information. Inf. Fusion 3 (4) (2002)
Ling Li, Alcherio Martinoli, Yaser S. Abu-Mostafa
Emergent Specialization in Swarm Systems. IDEAL (2002)
Yaser S. Abu-Mostafa, Amir F. Atiya, Malik Magdon-Ismail, Halbert L. White
Introduction to the special issue on neural networks in financial engineering. IEEE Trans. Neural Networks 12 (4) (2001)
Khalid A. Al-Mashouq, Yaser S. Abu-Mostafa, Khaled Al-Ghoneim
Minimizing memory loss in learning a new environment. Neurocomputing (2001)
Yaser S. Abu-Mostafa
Financial model calibration using consistency hints. IEEE Trans. Neural Networks 12 (4) (2001)
Xubo B. Song, Joseph Sill, Yaser S. Abu-Mostafa, Harvey Kasdan
Image Recognition in Context: Application to Microscopic Urinalysis. NIPS (1999)
Zehra Cataltepe, Yaser S. Abu-Mostafa, Malik Magdon-Ismail
No Free Lunch for Early Stopping. Neural Comput. 11 (4) (1999)
Malik Magdon-Ismail, Alexander Nicholson, Yaser S. Abu-Mostafa
Financial markets: very noisy information processing. Proc. IEEE 86 (11) (1998)
Xubo B. Song, Yaser S. Abu-Mostafa, Joseph Sill, Harvey Kasdan
Incorporating Contextual Information in White Blood Cell Identification. NIPS (1997)
Joseph Sill, Yaser S. Abu-Mostafa
Monotonicity Hints. NIPS (1996)
Yaser S. Abu-Mostafa, Amir F. Atiya
Introduction to Financial Forecasting. Appl. Intell. 6 (3) (1996)
Yaser S. Abu-Mostafa
Review of 'Introduction to the Theory of Neural Computation' (Hertz, J., et al.; 1991). IEEE Trans. Inf. Theory 42 (1) (1996)
Yaser S. Abu-Mostafa
Hints. Neural Comput. 7 (4) (1995)
Yaser S. Abu-Mostafa
Learning from Hints. J. Complex. 10 (1) (1994)
Yaser S. Abu-Mostafa
Financial Applications of Learning from Hints. NIPS (1994)
Yaser S. Abu-Mostafa
Hints and the VC Dimension. Neural Comput. 5 (2) (1993)
Amir F. Atiya, Yaser S. Abu-Mostafa
An analog feedback associative memory. IEEE Trans. Neural Networks 4 (1) (1993)
Yaser S. Abu-Mostafa
A Method for Learning From Hints. NIPS (1992)
Ruth Erlanson, Yaser S. Abu-Mostafa
Analog Neural Networks as Decoders. NIPS (1990)
Yaser S. Abu-Mostafa
Learning from hints in neural networks. J. Complex. 6 (2) (1990)
Yaser S. Abu-Mostafa
The Vapnik-Chervonenkis Dimension: Information versus Complexity in Learning. Neural Comput. 1 (3) (1989)
Yaser S. Abu-Mostafa
Information theory, complexity and neural networks. IEEE Commun. Mag. 27 (11) (1989)
Amir F. Atiya, Yaser S. Abu-Mostafa
A Method for the Associative Storage of Analog Vectors. NIPS (1989)
Sverrir Olafsson, Yaser S. Abu-Mostafa
The Capacity of Multilevel Threshold Functions. IEEE Trans. Pattern Anal. Mach. Intell. 10 (2) (1988)
Yaser S. Abu-Mostafa
Random problems. J. Complex. 4 (4) (1988)
Yaser S. Abu-Mostafa
Lower bound for connectivity in local-learning neural networks. J. Complex. 4 (3) (1988)
Yaser S. Abu-Mostafa
Guest editorial. J. Complex. 4 (3) (1988)
E. Majani, Ruth Erlanson, Yaser S. Abu-Mostafa
On the K-Winners-Take-All Network. NIPS (1988)
Yaser S. Abu-Mostafa
Connectivity Versus Entropy. NIPS (1987)
Yaser S. Abu-Mostafa
On the Time-Bandwidth Proof in VLSI Complexity. IEEE Trans. Computers 36 (2) (1987)
Yaser S. Abu-Mostafa
The complexity of information extraction. IEEE Trans. Inf. Theory 32 (4) (1986)
Yaser S. Abu-Mostafa, Demetri Psaltis
Image Normalization by Complex Moments. IEEE Trans. Pattern Anal. Mach. Intell. 7 (1) (1985)
Yaser S. Abu-Mostafa, Jeannine-Marie St. Jacques
Information capacity of the Hopfield model. IEEE Trans. Inf. Theory 31 (4) (1985)
Yaser S. Abu-Mostafa, Demetri Psaltis
Recognitive Aspects of Moment Invariants. IEEE Trans. Pattern Anal. Mach. Intell. 6 (6) (1984)