Adaptive regularization with cubics on manifolds
Naman Agarwal, Nicolas Boumal, Brian Bullins, Coralia Cartis
Topics & Concepts
MathematicsHessian matrixLipschitz continuityRegularization (linguistics)Applied mathematicsEigenvalues and eigenvectorsGeneralizationNumerical analysisArc (geometry)Computational complexity theoryArc lengthCurvatureInverse problemMathematical analysisNewton's methodPure mathematicsInvertible matrixMathematical optimizationStochastic Gradient Optimization TechniquesSparse and Compressive Sensing TechniquesAdvanced Optimization Algorithms Research