Fractional ridge regression: a fast, interpretable reparameterization of ridge regression [PDF]
Abstract Background Ridge regression is a regularization technique that penalizes the L2-norm of the coefficients in linear regression. One of the challenges of using ridge regression is the need to set a hyperparameter (α) that controls the amount of regularization. Cross-validation is typically used
Ariel Rokem, Kendrick Kay
openaire +3 more sources
Droplets move over viscoelastic substrates by surfing a ridge [PDF]
Liquid drops on soft solids generate strong deformations below the contact line, resulting from a balance of capillary and elastic forces. The movement of these drops may cause strong, potentially singular dissipation in the soft solid. Here we show that
S. Karpitschka+6 more
semanticscholar +1 more source
Added mass: a complex face of tidal conversion [PDF]
This paper revisits the problem of tidal conversion at a ridge in a uniformly stratified fluid of limited depth using measurements of complex-valued added mass. When the height of a sub-marine ridge is non negligible with respect to the depth of the water, the tidal conversion can be enhanced in the supercritical regime or reduced in the subcritical ...
arxiv +1 more source
Energy and system dependence of high-$p_T$ triggered two-particle near-side correlations [PDF]
Previous studies have indicated that the near-side peak of high-$p_T$ triggered correlations can be decomposed into two parts, the \textit{Jet} and the \textit{Ridge}.
B.B. Back+14 more
core +2 more sources
Biomechanical and radiological assessment of immediate implants for alveolar ridge preservation
Background: The aim of this study was to evaluate the stability of immediate implant placement for alveolar bone augmentation and preservation with bovine bone graft following atraumatic tooth extraction.
Ali Al Qabbani+6 more
doaj +1 more source
EEG Response to Sedation Interruption Complements Behavioral Assessment After Severe Brain Injury
ABSTRACT Objective Accurate assessment of the level of consciousness and potential to recover in patients with severe brain injury underpins crucial decisions in the intensive care unit but remains a major challenge for the clinical team. The neurological wake‐up test is a widely used assessment tool. However, many patients' behavioral responses during
Charlotte Maschke+12 more
wiley +1 more source
Curvature Tuning in Folded Strips Through Hyperstatic Applied Rotations
Folding a strip of paper generates extremely localized plastic strains. The relaxation of the residual stresses results in a ridge that joins two flat faces at an angle known as the dihedral angle. When constrained isostatically, the strip will be at its
Ettore Barbieri
doaj +1 more source
Filaments of crime: Informing policing via thresholded ridge estimation [PDF]
Objectives: We introduce a new method for reducing crime in hot spots and across cities through ridge estimation. In doing so, our goal is to explore the application of density ridges to hot spots and patrol optimization, and to contribute to the policing literature in police patrolling and crime reduction strategies.
arxiv +1 more source
Work and well-being over time: lone mothers and their children [PDF]
This report provides findings from the third wave of a qualitative longitudinal study, which began in 2003, following a sample of lone mothers who elected to move into employment supported by tax credits following a period of unemployment in receipt of ...
Millar, Jane., Ridge, Tess
core
Ridge Estimation of Inverse Covariance Matrices from High-Dimensional Data
We study ridge estimation of the precision matrix in the high-dimensional setting where the number of variables is large relative to the sample size. We first review two archetypal ridge estimators and note that their utilized penalties do not coincide ...
Peeters, Carel F. W.+1 more
core +2 more sources