A FRESH PERSPECTIVE ON DIMENSIONAL REDUCTION

The Kubler Encoder represents a revolutionary approach to dimensional reduction. Unlike traditional methods that rely on linear transformations, the Kubler Encoder leverages non-linear mathematical functions to capture subtle patterns within data. This facilitates the compression of high-dimensional datasets while preserving essential information.