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Improving Regression Estimation: Averaging Methods for Variance Reduction with Extensions to General Convex Measure Optimization (1993)  (Make Corrections)  (68 citations)
Michael Peter Perrone



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Abstract: Perrone, M. P. and N. Intrator (1992) Unsupervised Splitting Rules for Neural Tree Classifiers. Proceedings of the International Joint Conference on Neural Networks pp. III:820-825. Perrone, M. P., (1991) A Novel Recursive Partitioning Criterion. Proceedings of the International Joint Conference on Neural Networks p. II:989. iii Acknowledgements I am indebted to my advisor, Professor Leon N Cooper, for sharing his insights, intuitive ability for cutting straight to the heart of things,... (Update)

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BibTeX entry:   (Update)

M. P. Perrone. Improving Regression Estimation: Averaging Methods for Variance Reduction with Extensions to General Convex Measure Optimization. PhD thesis, Brown University, 1993. http://citeseer.ist.psu.edu/perrone93improving.html   More

@phdthesis{ perrone93improving,
    author = "M. P. Perrone",
    title = "Improving Regression Estimation: Averaging Methods for Variance Reduction with Extensions to General Convex Measure Optimization",
    month = "May",
    year = "1993",
    url = "citeseer.ist.psu.edu/perrone93improving.html" }
Citations (may not include all citations):
1543   Probabilistic Reasoning in Intelligent Systems: Networks of .. (context) - Pearl - 1988
1262   Classification and Regression Trees (context) - Breiman, Friedman et al. - 1984
643   Equation of state calculations by fast computing machines (context) - Metropolis, Rosenbluth et al. - 1953
623   Multilayer feedforward networks are universal approximators (context) - Hornik, Stinchombe et al. - 1989
550   Parallel Distributed Processing (context) - Rumelhart, McClelland - 1986
470   Spline Models for Observational Data (context) - Wahba - 1990
450   Generalized Additive Models - Hastie, Tibshirani - 1990
413   Adaptive mixtures of local experts (context) - Jacobs, Jordan et al. - 1991
373   Cambridge University Press (context) - Hardy, Littlewood et al. - 1952
368   Table of Integrals (context) - Gradshteyn, Ryzhik - 1980
367   Stacked generalization - Wolpert - 1990
357   Approximations by superpositions of a sigmoidal function (context) - Cybenko - 1989
301   Neural networks and the bias/variance dilemma (context) - Geman, Bienenstock et al. - 1992
273   The strength of weak learnability - Schapire - 1990
258   Cross-validatory choice and assessment of statistical predic.. (context) - Stone
253   Beyond Regression: New Tools for Prediction and Analysis in .. (context) - Werbos - 1974
244   Bayesian interpolation - MacKay - 1992
235   the approximate realization of continuous mappings by neural.. (context) - Funahashi - 1989
197   Spectral Analysis and Time Series (context) - Priestley - 1981
149   Regularization algorithms for learning that are equivalent t.. (context) - Poggio, Girosi - 1990
133   Methods of combining multiple classifiers and their applicat.. (context) - Xu, Krzyzak et al. - 1992
126   Applied Nonparametric Regression (context) - Hardle - 1990
116   On information and sufficiency (context) - Kullback, Leibler - 1951
109   Stacked regression (context) - Breiman - 1992
108   Bootstrap methods: Another look at the jackknife (context) - Efron - 1979
101   Non-linear Time Series: A Dynamical Systems Approach (context) - Tong - 1990
95   Non-linear signal processing using neural networks: Predicti.. (context) - Lapedes, Farber - 1987
91   Approximation capabilities of multilayer feedforward network.. (context) - Hornik - 1991
91   Bayesian back-propagation (context) - Buntine, Weigend - 1992
85   Digital Spectral Analysis with Applications (context) - Marple - 1987
76   IEEE Transactions on Pattern Analysis and Machine Intelligen.. (context) - Hansen, Salamon
76   IEEE Transactions on Pattern Analysis and Machine Intellignc.. (context) - Hansen, Salamon
75   Mathematical Statistics (context) - Wilks - 1962
66   A Course in Density Estimation (context) - Devroye - 1987
63   A neural model for category learning (context) - Reilly, Cooper et al. - 1982
62   Universal approximation of an unknown mapping and its deriva.. (context) - Hornik, Stinchombe et al. - 1990
59   Improving performance in neural networks using a boosting al.. (context) - Drucker, Schapire et al. - 1993
47   Complexity regularization with applications to artificial ne.. (context) - Barron - 1991
45   Handwritten digit recognition with a back-propagation networ.. - Le Cun, Denker et al. - 1990
44   Synergy of clustering multiple back propagation networks (context) - Lincoln, Skrzypek - 1990
41   Threshold Models in Non-linear Time Series Analysis (context) - Tong - 1983
39   SexNet: A neural network identifies sex from human faces (context) - Golomb, Lawrence et al. - 1991
33   When networks disagree: Ensemble method for neural networks (context) - Perrone, Cooper
29   Robust detection of facial features by generalized symmetry (context) - Reisfeld, Yeshurun - 1992
28   Generalization and parameter estimation in feedforward nets:.. (context) - Morgan, Bourlard
28   Generalization and parameter estimation in feedforward nets:.. (context) - Morgan, Bourlard
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25   The jackknife estimate of variance (context) - Efron, Stein - 1981
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24   Bayesian learning via stochastic dynamics (context) - Neal - 1993
23   Asymptotic for and against cross-validation (context) - Stone
22   Improving the accuracy of an artificial neural network using.. (context) - Baxt - 1992
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14   Empath: Face (context) - Cottrell, Metcalfe - 1991
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13   Threshold autoregression (context) - Tong, Lim - 1980
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11   Springer-Verlag (context) - Beckenbach, Bellman - 1965
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10   The jackknife - a review (context) - Miller - 1974
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7   Chapman and Hall (context) - Carroll, Ruppert
6   Learning system architectures composed of multiple learning .. (context) - Reilly, Scofield et al. - 1987
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5   A better activation function for artificial neural networks - Elliott - 1993
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4   Personal communication (context) - Cooper - 1993
4   A Mathematical Theory of Evidence (context) - Schafer - 1976
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2   Nonlinear Lp-Norm Estimation (context) - Gonin, Money - 1989
2   winners-take-all network (context) - Majani, Erlanson et al. - 1989
1   Self-organization of architecture by simulated heirarchical .. (context) - Banan, Hjelmstad - 1992
1   of Pattern Recognition and Artificial Intelligence. Duda, R... (context) - Drucker, Schapire et al. - 1973
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1   Monte Carlo Methods: Basics (context) - Kalos, Whitlock - 1986
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1   Intagrated segmentation and recognition of hand-printed nume.. (context) - Keeler, Runmelhart et al. - 1991
1   the Boostrap and Other Resampling Plans (context) - Efron - 1982
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1   An application of the principle of maximum information prese.. (context) - Linkser - 1989
1   Coulomb potential learning (context) - Perrone, Cooper
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1   Neural network model selection using aymptotic jackknife est.. (context) - Liu - 1993
1   Neural networks and nonlinear modeling (context) - Thrift - 1990
1   Intel and nestor deliver second-generation neural network ch.. (context) - Sullivan - 1993
1   Pattern class degeneracy in an unrestricted storage density .. (context) - Scofield, Reilly et al. - 1987



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