Items where Person is "Abu-Mostafa-Y-S"

Article

Abu-Mostafa, Yaser S. (2012) Machines that Think for Themselves. Scientific American, 307 . pp. 78-81. ISSN 0036-8733 http://resolver.caltech.edu/CaltechAUTHORS:20120627-141125402

Abu-Mostafa, Yaser S. (2001) Financial model calibration using consistency hints. IEEE Transactions on Neural Networks, 12 (4). pp. 791-808. ISSN 1045-9227 http://resolver.caltech.edu/CaltechAUTHORS:ABUieeetnn01b

Abu-Mostafa, Yaser S. et al. (2001) Introduction to the special issue on neural networks in financial engineering. IEEE Transactions on Neural Networks, 12 (4). pp. 653-656. ISSN 1045-9227 http://resolver.caltech.edu/CaltechAUTHORS:ABUieeetnn01a

Cataltepe, Zehra and Abu-Mostafa, Yaser S. and Magdon-Ismail, Malik (1999) No Free Lunch for Early Stopping. Neural Computation, 11 (4). pp. 995-1009. ISSN 0899-7667 http://resolver.caltech.edu/CaltechAUTHORS:20111201-140641206

Magdon-Ismail, Malik and Nicholson, Alexander and Abu-Mostafa, Yaser S. (1998) Financial markets: very noisy information processing. Proceedings of the IEEE, 86 (11). pp. 2184-2195. ISSN 0018-9219 http://resolver.caltech.edu/CaltechAUTHORS:MAGprocieee98

Abu-Mostafa, Yaser S. (1995) Hints. Neural Computation, 7 (4). pp. 639-671. ISSN 0899-7667 http://resolver.caltech.edu/CaltechAUTHORS:ABUnc95

Abu-Mostafa, Yaser S. (1993) Hints and the VC Dimension. Neural Computation, 5 (2). pp. 278-288. ISSN 0899-7667 http://resolver.caltech.edu/CaltechAUTHORS:ABUnc93

Atiya, Amir and Abu-Mostafa, Yaser S. (1993) An analog feedback associative memory. IEEE Transactions on Neural Networks, 4 (1). pp. 117-126. ISSN 1045-9227 http://resolver.caltech.edu/CaltechAUTHORS:ATIieeetnn93

Abu-Mostafa, Yaser S. (1989) Information theory, complexity and neural networks. IEEE Communications Magazine, 27 (11). 25-28, 82. ISSN 0163-6804 http://resolver.caltech.edu/CaltechAUTHORS:ABUieeecm89

Abu-Mostafa, Yaser S. (1989) The Vapnik-Chervonenkis Dimension: Information versus Complexity in Learning. Neural Computation, 1 (3). pp. 312-317. ISSN 0899-7667 http://resolver.caltech.edu/CaltechAUTHORS:ABUnc89

Olafsson, Sverrir and Abu-Mostafa, Yaser S. (1988) The capacity of multilevel threshold functions. IEEE Transactions on Pattern Analysis and Machine Intelligence, 10 (2). pp. 277-281. ISSN 0162-8828 http://resolver.caltech.edu/CaltechAUTHORS:OLAieeetpami88

Abu-Mostafa, Yaser S. (1987) On the Time-Bandwidth Proof in VLSI Complexity. IEEE Transactions on Computers, 36 (2). pp. 239-240. ISSN 0018-9340 http://resolver.caltech.edu/CaltechAUTHORS:ABUieeetc87

Abu-Mostafa, Yaser S. (1986) The complexity of information extraction. IEEE Transactions on Information Theory, 32 (4). pp. 513-525. ISSN 0018-9448 http://resolver.caltech.edu/CaltechAUTHORS:ABUieeetit86

Abu-Mostafa, Yaser S. and St. Jacques, Jeannine-Marie (1985) Information capacity of the Hopfield model. IEEE Transactions on Information Theory, 31 (4). pp. 461-464. ISSN 0018-9448 http://resolver.caltech.edu/CaltechAUTHORS:ABUieeetit85

Book Section

Angelova, Anelia and Abu-Mostafa, Yaser S. and Perona, Pietro (2005) Pruning training sets for learning of object categories. In: Conference on Computer Vision and Pattern Recognition (CVPR '05),San Diego, CA, 20-25 June 2005. IEEE , Piscataway, NJ, pp. 494-501. ISBN 0-7695-2372-2 http://resolver.caltech.edu/CaltechAUTHORS:ANGcvpr05

Magdon-Ismail, Malik et al. (2003) The maximum drawdown of the Brownian motion. In: IEEE International Conference on Computational Intelligence for Financial Engineering (CIFE '03). IEEE , Piscataway, NJ, pp. 243-247. ISBN 0780376544 http://resolver.caltech.edu/CaltechAUTHORS:MAGcife03

Abu-Mostafa, Y. S. (1993) An algorithm for learning from hints. In: Proceedings of 1993 International Joint Conference on Neural Networks. IEEE , Piscataway, NJ, pp. 1653-1656. ISBN 0-7803-1422-0 http://resolver.caltech.edu/CaltechAUTHORS:ABUijcnn93

Report or Paper

Li, Ling and Abu-Mostafa, Yaser S. (2006) Data complexity in machine learning. California Institute of Technology , Pasadena, USA. (Unpublished) http://resolver.caltech.edu/CaltechCSTR:2006.004

Abu-Mostafa, Yaser et al. (2004) The Bin Model. California Institute of Technology , Pasadena, CA. (Unpublished) http://resolver.caltech.edu/CaltechCSTR:2004.002

Li, Ling and Abu-Mostafa, Yaser S. and Pratap, Amrit (2003) CGBoost: Conjugate Gradient in Function Space. California Institute of Technology . (Unpublished) http://resolver.caltech.edu/CaltechCSTR:2003.007

Cataltepe, Zehra and Abu-Mostafa, Yaser S. and Magdon-Ismail, Malik (1998) No Free Lunch for Early Stopping. California Institute of Technology . (Unpublished) http://resolver.caltech.edu/CaltechCSTR:1998.cs-tr-98-02

Schweizer, David and Abu-Mostafa, Yaser (1985) Two Theorems on Time Bounded Kolmogrov-Chaitin Complexity. California Institute of Technology , Pasadena, CA. (Unpublished) http://resolver.caltech.edu/CaltechCSTR:1985.5205-tr-85