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High-Dimensional Analysis for Generalized Nonlinear Regression: From Asymptotics to Algorithm
Proceedings of the AAAI Conference on Artificial IntelligenceOverparameterization often leads to benign overfitting, where deep neural networks can be trained to overfit the training data but still generalize well on unseen data. However, it lacks a generalized asymptotic framework for nonlinear regressions and connections to conventional complexity notions.
Jian Li, Yong Liu, Weiping Wang
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Nonlinear Regression of Ink Spreading Using a General Ellipse Model
2022 22nd International Conference on Control, Automation and Systems (ICCAS), 2022H. Kim, J. Kim, M. Kwon
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General Nonlinear Function-on-Function Regression via Functional Universal Approximation
Journal of Computational and Graphical Statistics, 2023Ruiyan Luo, Xin Qi
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Biometrika, 1983
SUMMARY The class of generalized linear models is extended to allow for correlated observations, nonlinear models and error distributions not of the exponential family form. The extended class of models include a number of important examples, particularly of the composite transformational type.
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SUMMARY The class of generalized linear models is extended to allow for correlated observations, nonlinear models and error distributions not of the exponential family form. The extended class of models include a number of important examples, particularly of the composite transformational type.
openaire +3 more sources
Generalization Evaluation of a Nonlinear Auto-Regressive Neural Network for PON Technologies
2023 SBMO/IEEE MTT-S International Microwave and Optoelectronics Conference (IMOC), 2023Enzo Gomes Pinto Perin da Cruz +6 more
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The first surgeon general's report on smoking and health: The 50th anniversary
Ca-A Cancer Journal for Clinicians, 2014Fadlo R Khuri
exaly
Cancer screening, prevention, and treatment in people with mental illness
Ca-A Cancer Journal for Clinicians, 2016Ana Stefancic +2 more
exaly
Maintaining the Oral and General Health of the Oral Cancer Patient (Part One)
Ca-A Cancer Journal for Clinicians, 1969exaly