MonoSparse-CAM: Efficient Tree Model Processing via Monotonicity and Sparsity in CAMs

Tergel Molom-Ochir, Brady Taylor, Hai Li +1

While the tree-based machine learning (TBML) models exhibit superior performance compared to neural networks on tabular data and hold promise for energy-efficient acceleration usin…