Tag: Technique

Conjugate Gradient is an iterative method for solving large systems of linear equations, particularly those that are symmetric and positive-definite.

A structured approach to optimization that allows for efficient computation and solution finding, particularly in complex problems.

A mathematical formulation that provides an exact solution to a problem without the need for iterative approximation.

BlockCIR is a groupwise extension of ExCIR that evaluates sets of correlated features as a single entity to prevent double-counting.

Robust centering involves subtracting a robust estimate, such as the median or mid-mean, from features and outputs to enhance stability in feature attribution.

ExCIR is a correlation-aware attribution score that quantifies the impact of feature co-movement on model outputs while reducing computational costs.

A method applied after data generation to refine or select the generated samples based on certain criteria, improving their statistical properties.

An adaptive lower bound is a dynamic threshold that adjusts to avoid vacuous acceptance regions during optimization.

A memory mechanism that restricts comparisons to a fixed-size subset of past evaluations to improve computational efficiency.