Abstract: In this paper, a distributed asynchronous online optimization algorithm based on the Alternating Direction Multiplier Method (ADMM) is proposed for regression problems. The adoption of an ...
The final, formatted version of the article will be published soon. {The paper discusses computational and numerical challenges that are associated with the truncation of the information and which ...
Abstract: The K-nearest neighbors (kNNs) algorithm, a cornerstone of supervised learning, relies on similarity measures constrained by real-number-based distance metrics. A critical limitation of ...
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