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Items: 8

1.

Mismatched training and test distributions can outperform matched ones.

González CR, Abu-Mostafa YS.

Neural Comput. 2015 Feb;27(2):365-87. doi: 10.1162/NECO_a_00697. Epub 2014 Dec 16.

PMID:
25514110
2.

Machines that think for themselves: new techniques for teaching computers how to learn are beating the experts.

Abu-Mostafa YS.

Sci Am. 2012 Jul;307(1):78-81. No abstract available.

PMID:
22779276
3.

Financial model calibration using consistency hints.

Abu-Mostafa YS.

IEEE Trans Neural Netw. 2001;12(4):791-808. doi: 10.1109/72.935092.

PMID:
18249914
4.

No free lunch for early stopping.

Cataltepe Z, Abu-Mostafa YS, Magdon-Ismail M.

Neural Comput. 1999 May 15;11(4):995-1009. Erratum in: Neural Comput 1999 Jul 1;11(5):1261.

PMID:
10226194
5.

Hints.

Abu-Mostafa YS.

Neural Comput. 1995 Jul;7(4):639-71. Review.

PMID:
7584883
6.

An analog feedback associative memory.

Atiya A, Abu-Mostafa YS.

IEEE Trans Neural Netw. 1993;4(1):117-26.

PMID:
18267709
7.

Image normalization by complex moments.

Abu-Mostafa YS, Psaltis D.

IEEE Trans Pattern Anal Mach Intell. 1985 Jan;7(1):46-55.

PMID:
21869239
8.

Recognitive aspects of moment invariants.

Abu-Mostafa YS, Psaltis D.

IEEE Trans Pattern Anal Mach Intell. 1984 Jun;6(6):698-706.

PMID:
22499651

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