Active Bibliography

66 Constructive Algorithms for Structure Learning in Feedforward Neural Networks for Regression Problems – Tin-yau Kwok, Dit-Yan Yeung - 1997
32 Flat Minima – Sepp Hochreiter, Jürgen Schmidhuber - 1997
3 Flat Minimum Search Finds Simple Nets – Sepp Hochreiter, Jürgen Schmidhuber - 1994
309 Regularization Theory and Neural Networks Architectures – Federico Girosi, Michael Jones, Tomaso Poggio - 1995
23 What size neural network gives optimal generalization? convergence properties of backpropagation – Steve Lawrence, C. Lee Giles, Ah Chung Tsoi - 1996
2 A Cross-Validation Approach to Image Restoration and Blur Identification – Stanley J. Reeves, Monson H. Hayes, Ronald W. Schafer - 1990
of Philosophy. – From A Few Projections, Jeffrey Allen Fessler, Dwight Nishimura, Thomas Binford - 1999
13 The Informational Complexity of Learning from Examples – Partha Niyogi - 1996
8 From Cortical Neural Spike Trains to Behavior: Modeling and Analysis – Justin Cort Sanchez - 2004
9 Additive Regularization: Fusion of Training and Validation Levels in Kernel Methods – K. Pelckmans, J. A. K. Suykens, B. De Moor - 2003
83 Smoothing Spline ANOVA for Exponential Families, with Application to the Wisconsin Epidemiological Study of Diabetic Retinopathy – Grace Wahba, Yuedong Wang, Chong Gu, Ronald Klein , Barbara Klein - 1995
17 Unified Cross-Validation Methodology For Selection Among Estimators and a General Cross-Validated Adaptive Epsilon-Net Estimator: Finite Sample Oracle Inequalities and Examples – Mark J. Van Der Laan, Sandrine Dudoit - 2003
11 An Efficient MDL-Based Construction of RBF Networks – Ales Leonardis, Horst Bischof, Horst Bischof - 1998
9 A delay damage model selection algorithm for NARX neural networks – Tsung-Nan Lin, C. Lee Giles, Bill G. Horne, Sun-Yuan Kung - 1997
171 The Effective Number of Parameters: An Analysis of Generalization and Regularization in Nonlinear Learning Systems – John E. Moody - 1992
8 A Theory of Cross-Validation Error – Peter Turney - 1993
19 An Anytime Approach To Connectionist Theory Refinement: Refining The Topologies Of Knowledge-Based Neural Networks – David William Opitz - 1995
18 A Theory Of Classifier Combination: The Neural Network Approach – Dar-Shyang Lee - 1995
6 Feasible Cross-Validatory Model Selection For General Stationary Processes – Jeff Racine - 1997