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L$_2$ regularization and weight decay regularization are equivalent for standard stochastic gradient descent (when rescaled by… Expand Deep residual networks have emerged as a family of extremely deep architectures showing compelling accuracy and nice convergence… Expand Partly due to lack of test problems, the impact of the Pareto set (PS) shapes on the performance of evolutionary algorithms has… Expand A general class of statistical models for a univariate response variable is presented which we call the generalized additive… Expand Methods for voting classification algorithms, such as Bagging and AdaBoost, have been shown to be very successful in improving… Expand ABBREVIATIONS. BP, blood pressure; NHBPEP, National High Blood Pressure Education Program; SBP, systolic blood pressure; DBP… Expand Background. Functional assessment is an important part of the evaluation of elderly persons. We conducted this study to determine… Expand Conventional wisdom over the past 160 years in the cognitive and neurosciences has assumed that brains evolved to process factual… Expand The present paper is an account of some of the investigations on the biology of the perch (Perca fluviatilis Linn.) in Windermere… Expand