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Coleman Clougherty

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#machine learning Preprint Oct 2026

Neural Algorithmic Reasoning for Graph Saddle Point Problems

Neural algorithmic reasoning, or aligning a neural network with an algorithmic paradigm, has emerged as an approach to solving polynomial-time-solvable and computationally harder combinatorial optimization problems. We propose a new message-passing framework based on the Chambolle-Pock Primal--Dual Hybrid Gradient (PDH...

Samantha Chen, Jesse He, Coleman Clougherty et al. · 0 citations

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