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Yaser S. Abu-Mostafa
Person information
- unicode name: ياسر سعيد أبو مصطفى
- affiliation: California Institute of Technology, Department of Electrical Engineering, Pasadena, CA, USA
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2010 – 2019
- 2015
- [j26]Carlos R. González, Yaser S. Abu-Mostafa:
Mismatched Training and Test Distributions Can Outperform Matched Ones. Neural Comput. 27(2): 365-387 (2015)
2000 – 2009
- 2005
- [c14]Anelia Angelova, Yaser S. Abu-Mostafa, Pietro Perona:
Pruning Training Sets for Learning of Object Categories. CVPR (1) 2005: 494-501 - [c13]Ling Li, Amrit Pratap, Hsuan-Tien Lin
, Yaser S. Abu-Mostafa:
Improving Generalization by Data Categorization. PKDD 2005: 157-168 - 2004
- [j25]Ling Li, Alcherio Martinoli
Learning and Measuring Specialization in Collaborative Swarm Systems. Adapt. Behav. 12(3-4): 199-212 (2004) - 2003
- [c12]Malik Magdon-Ismail, Amir F. Atiya
The maximum drawdown of the Brownian motion. CIFEr 2003: 243-247 - 2002
- [j24]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): 277-287 (2002) - [c11]Ling Li, Alcherio Martinoli
Emergent Specialization in Swarm Systems. IDEAL 2002: 261-266 - [c10]Malik Magdon-Ismail, Hung-Ching Chen, Yaser S. Abu-Mostafa:
The Multilevel Classification Problem and a Monotonicity Hint. IDEAL 2002: 410-415 - 2001
- [j23]Khalid A. Al-Mashouq, Yaser S. Abu-Mostafa, Khaled Al-Ghoneim:
Minimizing memory loss in learning a new environment. Neurocomputing 38-40: 1051-1057 (2001) - [j22]Yaser S. Abu-Mostafa, Amir F. Atiya
Introduction to the special issue on neural networks in financial engineering. IEEE Trans. Neural Networks 12(4): 653-656 (2001) - [j21]Yaser S. Abu-Mostafa:
Financial model calibration using consistency hints. IEEE Trans. Neural Networks 12(4): 791-808 (2001)
1990 – 1999
- 1999
- [j20]Zehra Cataltepe, Yaser S. Abu-Mostafa, Malik Magdon-Ismail:
No Free Lunch for Early Stopping. Neural Comput. 11(4): 995-1009 (1999) - [c9]Xubo B. Song, Joseph Sill, Yaser S. Abu-Mostafa, Harvey Kasdan:
Image Recognition in Context: Application to Microscopic Urinalysis. NIPS 1999: 963-969 - 1998
- [j19]Malik Magdon-Ismail, Alexander Nicholson, Yaser S. Abu-Mostafa:
Financial markets: very noisy information processing. Proc. IEEE 86(11): 2184-2195 (1998) - 1997
- [c8]Xubo B. Song, Yaser S. Abu-Mostafa, Joseph Sill, Harvey Kasdan:
Incorporating Contextual Information in White Blood Cell Identification. NIPS 1997: 950-956 - 1996
- [j18]Yaser S. Abu-Mostafa, Amir F. Atiya
Introduction to Financial Forecasting. Appl. Intell. 6(3): 205-213 (1996) - [j17]Yaser S. Abu-Mostafa:
Review of 'Introduction to the Theory of Neural Computation' (Hertz, J., et al.; 1991). IEEE Trans. Inf. Theory 42(1): 324 (1996) - [c7]Joseph Sill, Yaser S. Abu-Mostafa:
Monotonicity Hints. NIPS 1996: 634-640 - 1995
- [j16]Yaser S. Abu-Mostafa:
Hints. Neural Comput. 7(4): 639-671 (1995) - 1994
- [j15]Yaser S. Abu-Mostafa:
Learning from Hints. J. Complex. 10(1): 165-178 (1994) - [c6]Yaser S. Abu-Mostafa:
Financial Applications of Learning from Hints. NIPS 1994: 411-418 - 1993
- [j14]Yaser S. Abu-Mostafa:
Hints and the VC Dimension. Neural Comput. 5(2): 278-288 (1993) - [j13]Amir F. Atiya
An analog feedback associative memory. IEEE Trans. Neural Networks 4(1): 117-126 (1993) - 1992
- [c5]Yaser S. Abu-Mostafa:
A Method for Learning From Hints. NIPS 1992: 73-80 - 1990
- [j12]Yaser S. Abu-Mostafa:
Learning from hints in neural networks. J. Complex. 6(2): 192-198 (1990) - [c4]Ruth Erlanson, Yaser S. Abu-Mostafa:
Analog Neural Networks as Decoders. NIPS 1990: 585-588
1980 – 1989
- 1989
- [j11]Yaser S. Abu-Mostafa:
Information theory, complexity and neural networks. IEEE Commun. Mag. 27(11): 25-28 (1989) - [j10]Yaser S. Abu-Mostafa:
The Vapnik-Chervonenkis Dimension: Information versus Complexity in Learning. Neural Comput. 1(3): 312-317 (1989) - [c3]Amir F. Atiya, Yaser S. Abu-Mostafa:
A Method for the Associative Storage of Analog Vectors. NIPS 1989: 590-595 - 1988
- [j9]Yaser S. Abu-Mostafa:
Guest editorial. J. Complex. 4(3): 175- (1988) - [j8]Yaser S. Abu-Mostafa:
Lower bound for connectivity in local-learning neural networks. J. Complex. 4(3): 246-255 (1988) - [j7]Yaser S. Abu-Mostafa:
Random problems. J. Complex. 4(4): 277-284 (1988) - [j6]Sverrir Olafsson, Yaser S. Abu-Mostafa:
The Capacity of Multilevel Threshold Functions. IEEE Trans. Pattern Anal. Mach. Intell. 10(2): 277-281 (1988) - [c2]E. Majani, Ruth Erlanson, Yaser S. Abu-Mostafa:
On the K-Winners-Take-All Network. NIPS 1988: 634-642 - 1987
- [j5]Yaser S. Abu-Mostafa:
On the Time-Bandwidth Proof in VLSI Complexity. IEEE Trans. Computers 36(2): 239-240 (1987) - [c1]Yaser S. Abu-Mostafa:
Connectivity Versus Entropy. NIPS 1987: 1-8 - 1986
- [j4]Yaser S. Abu-Mostafa:
The complexity of information extraction. IEEE Trans. Inf. Theory 32(4): 513-525 (1986) - 1985
- [j3]Yaser S. Abu-Mostafa, Demetri Psaltis:
Image Normalization by Complex Moments. IEEE Trans. Pattern Anal. Mach. Intell. 7(1): 46-55 (1985) - [j2]Yaser S. Abu-Mostafa, Jeannine-Marie St. Jacques:
Information capacity of the Hopfield model. IEEE Trans. Inf. Theory 31(4): 461-464 (1985) - 1984
- [j1]Yaser S. Abu-Mostafa, Demetri Psaltis:
Recognitive Aspects of Moment Invariants. IEEE Trans. Pattern Anal. Mach. Intell. 6(6): 698-706 (1984)
Coauthor Index
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