2005 |
29 | EE | Anelia Angelova,
Yaser S. Abu-Mostafa,
Pietro Perona:
Pruning Training Sets for Learning of Object Categories.
CVPR (1) 2005: 494-501 |
28 | EE | Ling Li,
Amrit Pratap,
Hsuan-Tien Lin,
Yaser S. Abu-Mostafa:
Improving Generalization by Data Categorization.
PKDD 2005: 157-168 |
2002 |
27 | EE | Ling Li,
Alcherio Martinoli,
Yaser S. Abu-Mostafa:
Emergent Specialization in Swarm Systems.
IDEAL 2002: 261-266 |
26 | EE | Malik Magdon-Ismail,
Hung-Ching Chen,
Yaser S. Abu-Mostafa:
The Multilevel Classification Problem and a Monotonicity Hint.
IDEAL 2002: 410-415 |
25 | EE | Xubo B. Song,
Yaser S. Abu-Mostafa,
Joseph Sill,
Harvey Kasdan,
Misha Pavel:
Robust image recognition by fusion of contextual information.
Information Fusion 3(4): 277-287 (2002) |
2001 |
24 | EE | Yaser S. Abu-Mostafa,
Blake LeBaron,
Andrew W. Lo,
Andreas S. Weigend:
Computational Finance 1999.
J. Artificial Societies and Social Simulation 4(4): (2001) |
23 | EE | 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) |
1999 |
22 | EE | Xubo B. Song,
Joseph Sill,
Yaser S. Abu-Mostafa,
Harvey Kasdan:
Image Recognition in Context: Application to Microscopic Urinalysis.
NIPS 1999: 963-969 |
21 | | Zehra Cataltepe,
Yaser S. Abu-Mostafa,
Malik Magdon-Ismail:
No Free Lunch for Early Stopping.
Neural Computation 11(4): 995-1009 (1999) |
1997 |
20 | | Xubo B. Song,
Yaser S. Abu-Mostafa,
Joseph Sill,
Harvey Kasdan:
Incorporating Contextual Information in White Blood Cell Identification.
NIPS 1997 |
1996 |
19 | EE | Joseph Sill,
Yaser S. Abu-Mostafa:
Monotonicity Hints.
NIPS 1996: 634-640 |
18 | | Yaser S. Abu-Mostafa,
Amir F. Atiya:
Introduction to Financial Forecasting.
Appl. Intell. 6(3): 205-213 (1996) |
17 | | Yaser S. Abu-Mostafa:
Review of 'Introduction to the Theory of Neural Computation' (Hertz, J., et al.; 1991).
IEEE Transactions on Information Theory 42(1): 324 (1996) |
1995 |
16 | EE | Yaser S. Abu-Mostafa:
Hints.
Neural Computation 7(4): 639-671 (1995) |
1994 |
15 | EE | Yaser S. Abu-Mostafa:
Financial Applications of Learning from Hints.
NIPS 1994: 411-418 |
14 | EE | Yaser S. Abu-Mostafa:
Learning from Hints.
J. Complexity 10(1): 165-178 (1994) |
1992 |
13 | EE | Yaser S. Abu-Mostafa:
A Method for Learning From Hints.
NIPS 1992: 73-80 |
1990 |
12 | EE | Ruth Erlanson,
Yaser S. Abu-Mostafa:
Analog Neural Networks as Decoders.
NIPS 1990: 585-588 |
11 | EE | Yaser S. Abu-Mostafa:
Learning from hints in neural networks.
J. Complexity 6(2): 192-198 (1990) |
1989 |
10 | EE | Amir F. Atiya,
Yaser S. Abu-Mostafa:
A Method for the Associative Storage of Analog Vectors.
NIPS 1989: 590-595 |
1988 |
9 | EE | E. Majani,
Ruth Erlanson,
Yaser S. Abu-Mostafa:
On the K-Winners-Take-All Network.
NIPS 1988: 634-642 |
8 | EE | Sverrir Olafsson,
Yaser S. Abu-Mostafa:
The Capacity of Multilevel Threshold Functions.
IEEE Trans. Pattern Anal. Mach. Intell. 10(2): 277-281 (1988) |
7 | EE | Yaser S. Abu-Mostafa:
Guest editorial.
J. Complexity 4(3): 175- (1988) |
6 | EE | Yaser S. Abu-Mostafa:
Lower bound for connectivity in local-learning neural networks.
J. Complexity 4(3): 246-255 (1988) |
5 | EE | Yaser S. Abu-Mostafa:
Random problems.
J. Complexity 4(4): 277-284 (1988) |
1987 |
4 | EE | Yaser S. Abu-Mostafa:
Connectivity Versus Entropy.
NIPS 1987: 1-8 |
3 | | Yaser S. Abu-Mostafa:
On the Time-Bandwidth Proof in VLSI Complexity.
IEEE Trans. Computers 36(2): 239-240 (1987) |
1986 |
2 | | Yaser S. Abu-Mostafa:
The complexity of information extraction.
IEEE Transactions on Information Theory 32(4): 513-525 (1986) |
1985 |
1 | | Yaser S. Abu-Mostafa,
J.-M. St. Jacques:
Information capacity of the Hopfield model.
IEEE Transactions on Information Theory 31(4): 461-464 (1985) |