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cs.LG2025
OLR-WA: Online Weighted Average Linear Regression in Multivariate Data Streams
Mohammad Abu-Shaira, Alejandro Rodriguez, Greg Speegle +2
Online learning updates models incrementally with new data, avoiding large storage requirements and costly model recalculations. In this paper, we introduce "OLR-WA; OnLine Regress…
cs.LG2023
OLR-WA Online Regression with Weighted Average
Mohammad Abu-Shaira, Greg Speegle
Machine Learning requires a large amount of training data in order to build accurate models. Sometimes the data arrives over time, requiring significant storage space and recalcula…