Chris Teska

Tropical Attention: Neural Algorithmic Reasoning for Combinatorial Algorithms

*Can algebraic geometry enhance the sharpness, robustness, and interpretability of modern neural reasoning models by equipping them with a mathematically grounded inductive bias?* To answer this, we introduce Tropical Attention, an attention mechanism grounded in tropical geometry that lifts the a…