AINeutralarXiv – CS AI · 8h ago5/10
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RowNet: A Memory Transformer for Tabular Regression
RowNet is a neural architecture that improves real estate price prediction by using memory-based retrieval to identify comparable properties rather than treating each property in isolation. The model combines similarity matching, attention mechanisms, and mixture-of-experts to outperform traditional multilayer perceptrons and gradient-boosted decision trees on tabular regression tasks.