Lakshmi Krishnamurthy

EfronSteinMetrics contains the Variance-based non-exponential Sample Distribution/Bounding Metrics and Agnostic Bounds related to the Functional Transformation of the specified Sequence. Module = Numerical Core Module Library = Statistical Learning Library...

FlatMultivariateRandom contains the Implementation of the Flat Objective Function dependent on Multivariate Random Variables. Module = Numerical Core Module Library = Statistical Learning Library Project = Sequence Package = Functional

FunctionSupremumUnivariateRandom contains the Implementation of the FunctionClassSupremum Objective Function dependent on Univariate Random Variable. Module = Numerical Core Module Library = Statistical Learning Library Project = Sequence Package = Functional

IdempotentUnivariateRandom contains the Implementation of the OffsetIdempotent Objective Function dependent on Univariate Random Variable. Module = Numerical Core Module Library = Statistical Learning Library Project = Sequence Package = Functional

MultivariateRandom contains the implementation of the objective Function dependent on Multivariate Random Variables. Module = Numerical Core Module Library = Statistical Learning Library Project = Sequence Package = Functional

SeparableMultivariateRandom exposes the Variance of the Objective Function dependent on Multivariate Random Variables where the Multivariate Function is a Linear Combination of Bounded Univariate Functions acting on each Random Variate....

GlivenkoCantelliFunctionSupremum contains the Implementation of the Supremum Class Objective Function dependent on Multivariate Random Variables where the Multivariate Function is a Linear Combination of Bounded Univariate Functions acting on each...

BinPacking contains Variance Bounds of the critical measures of the standard operations research bin packing problem. Module = Numerical Core Module Library = Statistical Learning Library Project = Sequence Package...

GlivenkoCantelliUniformDeviation contains the Implementation of the Bounded Objective Function dependent on Multivariate Random Variables where the Multivariate Function is a Linear Combination of Bounded Univariate Functions acting on each Random...

KernelDensityEstimationL1 implements the L1 Error Scheme Estimation for a Multivariate Kernel Density Estimator with Focus on establishing targeted Variate-Specific and Agnostic Bounds. Module = Numerical Core Module Library = Statistical...