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Showing 2025 · cs.LGShow all
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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.LG2025★ 1 cited
Benchmarking community drug response prediction models: datasets, models, tools, and metrics for cross-dataset generalization analysis
Alexander Partin, Priyanka Vasanthakumari, Oleksandr Narykov +17
Deep learning (DL) and machine learning (ML) models have shown promise in drug response prediction (DRP), yet their ability to generalize across datasets remains an open question,…