Abstract: Systems and methods for generating and maintaining differential privacy while providing accurate values can include obtaining a plurality of noise-added values, processing the plurality of noise-added values to determine a predicted value. The plurality of noise-added value may be utilized to determine one or more accuracy values that can be compared to a threshold to determine if more data is to be obtained and processed before providing a predicted value.

Abstract: The present disclosure provides a shelving display system comprising substantially horizontal shelves, multi-chute gravity feed units and advertising panels. The horizontal shelves may be arranged in any number of configurations to display and dispense consumer goods. In a particularly preferred embodiment a horizontal shelf defines the lower portion of the shelving display system. Generally the horizontal shelves are spaced and arranged so as to display and dispense products, such as bundled consumer goods, and more preferably bundles of paper towels, facial and bath tissue.

Abstract: The present disclosure provides a shelving display system comprising substantially horizontal shelves, multi-chute gravity feed units and advertising panels. The horizontal shelves may be arranged in any number of configurations to display and dispense consumer goods. In a particularly preferred embodiment a horizontal shelf defines the lower portion of the shelving display system. Generally the horizontal shelves are spaced and arranged so as to display and dispense products, such as bundled consumer goods, and more preferably bundles of paper towels, facial and bath tissue.